Pyseph · November 5, 2026 13:51
diff --git a/cold.ndjson b/cold.ndjson
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 {"arm":"compact","mode":"coldopen","run":4,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-4","paintMs":534.2,"decodedMs":368.5,"frames":66,"blankFrames":1,"maxGapMs":350,"released":false,"endVisible":true}
 {"arm":"compact","mode":"coldopen","run":4,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-5","paintMs":501.3,"decodedMs":347.8,"frames":68,"blankFrames":1,"maxGapMs":327.8,"released":false,"endVisible":true}
 {"arm":"full","mode":"coldopen","run":4,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"fixture","estimateMs":0.9,"estimateMB":0.91,"itemsJsonMB":0.59,"items":900}
 {"arm":"full","mode":"coldopen","run":4,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-0","paintMs":830.3,"decodedMs":619.7,"frames":103,"blankFrames":3,"maxGapMs":574.8,"released":false,"endVisible":true}
 {"arm":"full","mode":"coldopen","run":4,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-1","paintMs":609,"decodedMs":418.8,"frames":66,"blankFrames":1,"maxGapMs":391.6,"released":false,"endVisible":true}
 {"arm":"full","mode":"coldopen","run":4,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-2","paintMs":577.2,"decodedMs":392.4,"frames":65,"blankFrames":1,"maxGapMs":356.7,"released":false,"endVisible":true}
 {"arm":"full","mode":"coldopen","run":4,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-3","paintMs":605.7,"decodedMs":390.9,"frames":65,"blankFrames":1,"maxGapMs":358.9,"released":false,"endVisible":true}
 {"arm":"full","mode":"coldopen","run":4,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-4","paintMs":601.5,"decodedMs":412.9,"frames":67,"blankFrames":1,"maxGapMs":383.4,"released":false,"endVisible":true}
 {"arm":"full","mode":"coldopen","run":4,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-5","paintMs":587.7,"decodedMs":407.1,"frames":69,"blankFrames":1,"maxGapMs":379.9,"released":false,"endVisible":true}
 {"arm":"compact","mode":"coldopen","run":4,"size":"R30","shape":"raw","turns":100,"heavy":4,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"fixture","estimateMs":0.9,"estimateMB":29.68,"itemsJsonMB":29.68,"items":1200}
 {"arm":"compact","mode":"coldopen","run":4,"size":"R30","shape":"raw","turns":100,"heavy":4,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-0","paintMs":859.2,"decodedMs":636.1,"frames":102,"blankFrames":3,"maxGapMs":551.5,"released":false,"endVisible":true}
 {"arm":"compact","mode":"coldopen","run":4,"size":"R30","shape":"raw","turns":100,"heavy":4,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-1","paintMs":687.4,"decodedMs":499.5,"frames":39,"blankFrames":2,"maxGapMs":391.8,"released":false,"endVisible":true}
 {"arm":"compact","mode":"coldopen","run":4,"size":"R30","shape":"raw","turns":100,"heavy":4,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-2","paintMs":688.4,"decodedMs":515.8,"frames":65,"blankFrames":2,"maxGapMs":430.6,"released":false,"endVisible":true}
 {"arm":"compact","mode":"coldopen","run":4,"size":"R30","shape":"raw","turns":100,"heavy":4,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-3","paintMs":638.4,"decodedMs":445.3,"frames":66,"blankFrames":3,"maxGapMs":360.9,"released":false,"endVisible":true}
 {"arm":"full","mode":"coldopen","run":4,"size":"R30","shape":"raw","turns":100,"heavy":4,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"fixture","estimateMs":0.9,"estimateMB":29.68,"itemsJsonMB":29.68,"items":1200}
 {"arm":"full","mode":"coldopen","run":4,"size":"R30","shape":"raw","turns":100,"heavy":4,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-0","paintMs":794.9,"decodedMs":636.5,"frames":109,"blankFrames":6,"maxGapMs":510.4,"released":false,"endVisible":true}
 {"arm":"full","mode":"coldopen","run":4,"size":"R30","shape":"raw","turns":100,"heavy":4,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-1","paintMs":722.9,"decodedMs":487,"frames":63,"blankFrames":4,"maxGapMs":357.9,"released":false,"endVisible":true}
 {"arm":"full","mode":"coldopen","run":4,"size":"R30","shape":"raw","turns":100,"heavy":4,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-2","paintMs":617.1,"decodedMs":472.1,"frames":68,"blankFrames":4,"maxGapMs":352,"released":false,"endVisible":true}
 {"arm":"full","mode":"coldopen","run":4,"size":"R30","shape":"raw","turns":100,"heavy":4,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-3","paintMs":596.7,"decodedMs":465.1,"frames":70,"blankFrames":4,"maxGapMs":346.1,"released":false,"endVisible":true}
 {"arm":"full","mode":"coldopen","run":5,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"fixture","estimateMs":0.8,"estimateMB":0.91,"itemsJsonMB":0.59,"items":900}
 {"arm":"full","mode":"coldopen","run":5,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-0","paintMs":803,"decodedMs":620.8,"frames":105,"blankFrames":3,"maxGapMs":569.5,"released":false,"endVisible":true}
 {"arm":"full","mode":"coldopen","run":5,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-1","paintMs":546.6,"decodedMs":398.2,"frames":64,"blankFrames":1,"maxGapMs":368,"released":false,"endVisible":true}
 {"arm":"full","mode":"coldopen","run":5,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-2","paintMs":488.1,"decodedMs":331.4,"frames":64,"blankFrames":1,"maxGapMs":308.2,"released":false,"endVisible":true}
 {"arm":"full","mode":"coldopen","run":5,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-3","paintMs":454.1,"decodedMs":304,"frames":67,"blankFrames":1,"maxGapMs":282.6,"released":false,"endVisible":true}
 {"arm":"full","mode":"coldopen","run":5,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-4","paintMs":444.5,"decodedMs":309.5,"frames":68,"blankFrames":1,"maxGapMs":282.4,"released":false,"endVisible":true}
 {"arm":"full","mode":"coldopen","run":5,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-5","paintMs":446.5,"decodedMs":314,"frames":67,"blankFrames":1,"maxGapMs":295.1,"released":false,"endVisible":true}
 {"arm":"compact","mode":"coldopen","run":5,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"fixture","estimateMs":0.6,"estimateMB":0.91,"itemsJsonMB":0.59,"items":900}
 {"arm":"compact","mode":"coldopen","run":5,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-0","paintMs":893,"decodedMs":669.3,"frames":105,"blankFrames":4,"maxGapMs":624.2,"released":false,"endVisible":true}
 {"arm":"compact","mode":"coldopen","run":5,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-1","paintMs":657.8,"decodedMs":415.8,"frames":68,"blankFrames":1,"maxGapMs":394.5,"released":false,"endVisible":true}
 {"arm":"compact","mode":"coldopen","run":5,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-2","paintMs":611.1,"decodedMs":389.7,"frames":64,"blankFrames":1,"maxGapMs":369.7,"released":false,"endVisible":true}
 {"arm":"compact","mode":"coldopen","run":5,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-3","paintMs":594.4,"decodedMs":369.6,"frames":70,"blankFrames":1,"maxGapMs":350.6,"released":false,"endVisible":true}
 {"arm":"compact","mode":"coldopen","run":5,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-4","paintMs":568.3,"decodedMs":364.3,"frames":69,"blankFrames":1,"maxGapMs":335.4,"released":false,"endVisible":true}
 {"arm":"compact","mode":"coldopen","run":5,"size":"W100","shape":"wire","turns":100,"heavy":6,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-5","paintMs":562.7,"decodedMs":333.8,"frames":65,"blankFrames":1,"maxGapMs":311.7,"released":false,"endVisible":true}
 {"arm":"full","mode":"coldopen","run":5,"size":"R30","shape":"raw","turns":100,"heavy":4,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"fixture","estimateMs":1,"estimateMB":29.68,"itemsJsonMB":29.68,"items":1200}
 {"arm":"full","mode":"coldopen","run":5,"size":"R30","shape":"raw","turns":100,"heavy":4,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-0","paintMs":869.6,"decodedMs":705.4,"frames":107,"blankFrames":6,"maxGapMs":544.9,"released":false,"endVisible":true}
 {"arm":"full","mode":"coldopen","run":5,"size":"R30","shape":"raw","turns":100,"heavy":4,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-1","paintMs":580.2,"decodedMs":424.1,"frames":69,"blankFrames":4,"maxGapMs":302.2,"released":false,"endVisible":true}
 {"arm":"full","mode":"coldopen","run":5,"size":"R30","shape":"raw","turns":100,"heavy":4,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-2","paintMs":574.3,"decodedMs":436.6,"frames":67,"blankFrames":4,"maxGapMs":322.5,"released":false,"endVisible":true}
 {"arm":"full","mode":"coldopen","run":5,"size":"R30","shape":"raw","turns":100,"heavy":4,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-3","paintMs":553.4,"decodedMs":407.5,"frames":68,"blankFrames":4,"maxGapMs":271.9,"released":false,"endVisible":true}
 {"arm":"compact","mode":"coldopen","run":5,"size":"R30","shape":"raw","turns":100,"heavy":4,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"fixture","estimateMs":1.1,"estimateMB":29.68,"itemsJsonMB":29.68,"items":1200}
 {"arm":"compact","mode":"coldopen","run":5,"size":"R30","shape":"raw","turns":100,"heavy":4,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-0","paintMs":813.1,"decodedMs":619.4,"frames":104,"blankFrames":4,"maxGapMs":544.2,"released":false,"endVisible":true}
 {"arm":"compact","mode":"coldopen","run":5,"size":"R30","shape":"raw","turns":100,"heavy":4,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-1","paintMs":573.5,"decodedMs":402.6,"frames":66,"blankFrames":3,"maxGapMs":331.5,"released":false,"endVisible":true}
 {"arm":"compact","mode":"coldopen","run":5,"size":"R30","shape":"raw","turns":100,"heavy":4,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-2","paintMs":567.1,"decodedMs":414.4,"frames":66,"blankFrames":2,"maxGapMs":336,"released":false,"endVisible":true}
 {"arm":"compact","mode":"coldopen","run":5,"size":"R30","shape":"raw","turns":100,"heavy":4,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"cold-open","thread":"heavy-3","paintMs":536.9,"decodedMs":373,"frames":67,"blankFrames":3,"maxGapMs":293.5,"released":false,"endVisible":true}
diff --git a/harness--agg.mjs b/harness--agg.mjs
 // Aggregates R-1 v2 rows. usage: node agg.mjs heap <file...> | node agg.mjs paint <file...>
 import * as fs from "node:fs";
 const [, , kind, ...files] = process.argv;
 const rows = files.flatMap((file) =>
  fs.readFileSync(file, "utf8").trim().split("\n").filter(Boolean).map((line) => JSON.parse(line)),
 );
 const med = (a) => {
  const s = [...a].sort((x, y) => x - y);
  const m = s.length >> 1;
  return s.length === 0 ? NaN : s.length % 2 ? s[m] : (s[m - 1] + s[m]) / 2;
 };
 const fmt = (a) => (a.length ? `${med(a).toFixed(1)} (${Math.min(...a).toFixed(1)}), ${a.length}` : "-");
 if (kind === "heap") {
  for (const size of [...new Set(rows.map((r) => r.size))]) {
    const of = rows.filter((r) => r.size === size);
    const arms = [...new Set(of.map((r) => r.arm))];
    const fixture = of.find((r) => r.phase === "fixture");
    console.log(`\n### ${size} seed=${of[0].seed} K=${of[0].heavy} ${fixture ? `est ${fixture.estimateMB} MB, items JSON ${fixture.itemsJsonMB} MB, ${fixture.items} items, estimate ${fixture.estimateMs} ms` : ""}`);
    console.log(`| phase | ${arms.map((a) => `${a} median (min), n`).join(" | ")} |`);
    console.log(`|---|${arms.map(() => "---").join("|")}|`);
    for (const phase of [...new Set(of.map((r) => r.phase))].filter((p) => p !== "fixture" && p !== "round-visit").sort()) {
      const cells = arms.map((a) => fmt(of.filter((r) => r.phase === phase && r.arm === a).map((r) => r.heapUsedMB)));
      console.log(`| ${phase} | ${cells.join(" | ")} |`);
    }
    const idb = arms.map((a) => {
      const values = of.filter((r) => r.arm === a && r.phase === "04-on-home" && r.idb).map((r) => r.idb.totalMB);
      return values.length ? `${a} ${med(values)} MB` : null;
    }).filter(Boolean);
    if (idb.length) console.log(`IndexedDB thread records: ${idb.join(", ")}`);
    const round = of.filter((r) => r.phase === "03a-after-round");
    if (round.length) console.log(`round over all threads: ${arms.map((a) => { const x = round.filter((r) => r.arm === a); return x.length ? `${a} warm ${med(x.map((r) => r.warm))}, cold ${med(x.map((r) => r.cold))}` : null; }).filter(Boolean).join("; ")}`);
    const opened = (a, n) => of.filter((r) => r.arm === a && r.k === n).map((r) => r.heapUsedMB);
    const K = Math.max(...of.map((r) => r.k ?? 0));
    console.log(`per thread K=4..${K}: ${arms.map((a) => `${a} ${((med(opened(a, K)) - med(opened(a, 4))) / (K - 4)).toFixed(2)} MB`).join(", ")}`);
  }
 } else {
  for (const key of [...new Set(rows.map((r) => `${r.size} ${r.phase}`))].filter((k) => !/fixture|heap|0\d-/.test(k)).sort()) {
    const [size, phase] = key.split(" ");
    const of = rows.filter((r) => r.size === size && r.phase === phase);
    console.log(`\n### ${size} ${phase}`);
    console.log("| arm | first paint ms, median (min), n | decode done ms | blank frames, median (max) | longest frame gap ms | released share | end in view |");
    console.log("|---|---|---|---|---|---|---|");
    for (const arm of [...new Set(of.map((r) => r.arm))]) {
      const x = of.filter((r) => r.arm === arm);
      const decoded = x.map((r) => r.decodedMs).filter((v) => v !== null && v !== undefined);
      console.log(`| ${arm} | ${fmt(x.map((r) => r.paintMs))} | ${decoded.length ? `${med(decoded).toFixed(0)}, ${decoded.length}` : "-"} | ${med(x.map((r) => r.blankFrames))} (${Math.max(...x.map((r) => r.blankFrames))}) | ${med(x.map((r) => r.maxGapMs)).toFixed(0)} | ${x.filter((r) => r.released).length}/${x.length} | ${x.filter((r) => r.endVisible).length}/${x.length} |`);
    }
  }
 }
diff --git a/harness--apply.mjs b/harness--apply.mjs
 // Applies the measurement-only switches on top of the staged change. Run from the worktree root.
 // Then `git diff > harness.patch`, and `git apply -R harness.patch` before committing.
 import fs from "node:fs";
 const edit = (f, fn) => {
  let s = fs.readFileSync(f, "utf8");
  const rep = (a, b) => {
    if (!s.includes(a)) throw new Error(`${f}: missing: ${a}`);
    s = s.replace(a, b);
  };
  fn(rep);
  fs.writeFileSync(f, s);
 };
 const BRANCH1 = process.env.BRANCH1 === "1";
 const harnessDir = new URL("../harness/", import.meta.url);
 let renderer = fs.readFileSync(new URL("renderer.ram.tsx", harnessDir), "utf8");
 if (BRANCH1) {
  // Branch 1 has no estimate; the fixture row only reports it.
  renderer = renderer.replace(
    'import { estimateRetainedThreadBytes } from "../../../packages/client-runtime/src/state/threadRetention.ts";',
    "const estimateRetainedThreadBytes = (_: unknown) => 0;",
  );
 }
 fs.writeFileSync("apps/web/test/renderer.ram.tsx", renderer);

 edit("apps/web/test/fakeEnvironment.ts", (rep) => {
  rep("const base = (threadId", "export const base = (threadId");
  rep("function run(threadId: ThreadId, id: RunId", "export function run(threadId: ThreadId, id: RunId");
  rep(
    `export interface FakeThread {
 `,
    `export interface FakeThread {
  readonly itemCount?: number;
  /** Builds the data on demand, for one projection. */
  readonly build?: () => { runs: any[]; items: any[]; messages: any[] };
 `,
  );
  rep(
    `  const latest = thread.runs.at(-1);`,
    `  const latest = thread.itemCount === undefined ? thread.runs.at(-1) : undefined;`,
  );
  rep(
    `    itemCount: thread.items.length,
    visibleItemCount: thread.items.length,`,
    `    itemCount: thread.itemCount ?? thread.items.length,
    visibleItemCount: thread.itemCount ?? thread.items.length,`,
  );
  rep(
    `function projectionOf(thread: FakeThread): OrchestrationV2ThreadProjection {
  const shell = shellOf(thread);
  const visibleTurnItems: OrchestrationV2ProjectedTurnItem[] = thread.items.map(`,
    `export function projectionOf(thread: FakeThread): OrchestrationV2ThreadProjection {
  const shell = shellOf(thread);
  const built = thread.build?.();
  const threadItems = built?.items ?? thread.items;
  const threadRuns = built?.runs ?? thread.runs;
  const visibleTurnItems: OrchestrationV2ProjectedTurnItem[] = threadItems.map(`,
  );
  rep(`    runs: [...thread.runs],`, `    runs: [...threadRuns],`);
  rep(`    messages: [],
    plans: [],
    turnItems: [...thread.items],`, `    messages: built?.messages ?? [],
    plans: [],
    turnItems: [...threadItems],`);
  // A real server resumes with the events after the cursor, here none. The stock fake always sends a new snapshot.
  rep(
    `  [ORCHESTRATION_V2_WS_METHODS.subscribeThread]: (input: { readonly threadId: ThreadId }) => {`,
    `  [ORCHESTRATION_V2_WS_METHODS.subscribeThread]: (input: {
    readonly threadId: ThreadId;
    readonly afterSequence?: number;
  }) => {`,
  );
  rep(
    `      [
        { kind: "snapshot", snapshotSequence: sequence, projection: projectionOf(thread) },
        { kind: "synchronized" },
      ],`,
    `      input.afterSequence !== undefined && input.afterSequence >= sequence
        ? [{ kind: "synchronized" }]
        : [
            { kind: "snapshot", snapshotSequence: sequence, projection: projectionOf(thread) },
            { kind: "synchronized" },
          ],`,
  );
 });

 edit("apps/web/test/render.tsx", (rep) => {
  rep(
    `export async function act<T>(callback: () => T | Promise<T>): Promise<T> {
 `,
    `export async function act<T>(callback: () => T | Promise<T>): Promise<T> {
  // Measurement only: production React has no act().
  if (import.meta.env.MODE === "production") return await callback();
 `,
  );
 });

 edit("apps/web/vite.config.ts", (rep) => {
  rep(
    `import * as NodeZlib from "node:zlib";
 `,
    `import * as NodeZlib from "node:zlib";
 import * as NodeURL from "node:url";
 `,
  );
  rep(
    `      provider: playwright(),
 `,
    `      provider: playwright({
        launchOptions: {
          channel: "chrome",
          args: ["--js-flags=--expose-gc --max-old-space-size=12000", "--enable-precise-memory-info"],
        },
      }),
 `,
  );
  rep(
    `function resolveDevProxyTarget(`,
    `const ramProject = {
  ...browserTestProject,
  test: {
    ...browserTestProject.test,
    name: "ram",
    include: ["test/*.ram.tsx"],
    hookTimeout: 1_800_000,
    testTimeout: 1_800_000,
    setupFiles: [...browserTestProject.test.setupFiles],
    browser: {
      ...browserTestProject.test.browser,
      instances: [{ browser: "chromium" }],
      commands: {
        ...browserTestProject.test.browser.commands,
        takeRamHeapSnapshot: async ({ page }, name: string) => {
          const directory = process.env.T3CODE_RAM_SNAP_DIR;
          if (!directory) return false;
          const session = await page.context().newCDPSession(page);
          const handle = await NodeFSP.open(\`\${directory}/\${name}.heapsnapshot\`, "w");
          let pending = Promise.resolve();
          session.on("HeapProfiler.addHeapSnapshotChunk", ({ chunk }) => {
            pending = pending.then(() => handle.write(chunk).then(() => undefined));
          });
          await session.send("HeapProfiler.enable");
          await session.send("HeapProfiler.collectGarbage");
          await session.send("HeapProfiler.collectGarbage");
          await session.send("HeapProfiler.takeHeapSnapshot", { reportProgress: false, captureNumericValue: false });
          await pending;
          await handle.close();
          await session.detach();
          return true;
        },
        writeRamRow: async (_context, row: string) => {
          await NodeFSP.appendFile(process.env.T3CODE_RAM_OUT ?? "ram-rows.ndjson", \`\${row}\\n\`);
        },
      },
    },
  },
 } satisfies TestProjectInlineConfiguration;

 function resolveDevProxyTarget(`,
  );
  rep(
    `        "@betteroffice/fonts-cjk": new URL(
          "./src/components/files/office/fonts-cjk.ts",
          import.meta.url,
        ).pathname,`,
    `        "@betteroffice/fonts-cjk": NodeURL.fileURLToPath(new URL("./src/components/files/office/fonts-cjk.ts", import.meta.url)),`,
  );
  rep(
    `    server: {
      host,`,
    `    server: {
      fs: { allow: ["<SCRATCH>"] },
      host,`,
  );
  rep(
    `        defineProject(renderScenariosProject),
 `,
    `        defineProject(renderScenariosProject),
        defineProject(ramProject),
 `,
  );
 });

 if (!BRANCH1) {
 // VITE_RAM_PINS=old keeps a closure in the render scope, as the two long-lived closures do before this change.
 edit("apps/web/src/components/chat/useTimelineFollow.ts", (rep) => {
  rep(
    `createVisitScrollState(visit, visitScrollRef, setPill);`,
    `createVisitScrollState(
        visit,
        visitScrollRef,
        import.meta.env.VITE_RAM_PINS === "old" ? (pill) => setPill(pill) : setPill,
      );`,
  );
 });
 edit("apps/web/src/components/chat/useThreadFindNavigation.ts", (rep) => {
  rep(
    `    return trackPagingPosition(container, stateRef, readInputs);`,
    `    const stop = trackPagingPosition(container, stateRef, readInputs);
    return import.meta.env.VITE_RAM_PINS === "old" ? () => stop() : stop;`,
  );
 });

 // Arm switches. VITE_RAM_POLICY: none (no budget, 16 whole remembered timelines: this branch's base), count:N, bytes:MB.
 // VITE_RAM_ENC: full (the version 5 format with no re-linking on decode) or compact.
 edit("apps/web/src/state/threads.ts", (rep) => {
  rep(
    `const environmentThreads = createEnvironmentThreadStateAtoms(connectionAtomRuntime, {
  leftThreads: {
    maxBytes: LEFT_THREADS_MAX_BYTES,
    onRelease: (thread) => leftThreadReleased(scopedThreadKey(thread)),
  },
 });`,
    `const RAM_POLICY = (import.meta.env.VITE_RAM_POLICY ?? "bytes:100") as string;
 const [RAM_POLICY_KIND, RAM_POLICY_VALUE] = RAM_POLICY.split(":");
 (globalThis as any).__RAM_COUNT_POLICY = RAM_POLICY_KIND === "count";
 (globalThis as any).__RAM_RELEASED = new Set<string>();
 const environmentThreads = createEnvironmentThreadStateAtoms(connectionAtomRuntime, {
  ...(RAM_POLICY_KIND === "none"
    ? {}
    : {
        leftThreads: {
          // count:N is N left threads, as v1 counted them: the one just left is outside the budget.
          maxBytes: RAM_POLICY_KIND === "count" ? Number(RAM_POLICY_VALUE) - 1 : Number(RAM_POLICY_VALUE) * 1024 * 1024,
          onRelease: (thread: any) => {
            (globalThis as any).__RAM_RELEASED.add(thread.threadId);
            leftThreadReleased(scopedThreadKey(thread));
          },
        },
      }),
 });`,
  );
 });
 edit("packages/client-runtime/src/state/threadRetention.ts", (rep) => {
  rep(
    `export const THREAD_SNAPSHOT_IDLE_TTL_MS = 5 * 60_000;`,
    `export const THREAD_SNAPSHOT_IDLE_TTL_MS = Number((import.meta as any).env?.VITE_RAM_TTL ?? 5 * 60_000);`,
  );
  rep(
    `export function estimateRetainedThreadBytes(projection: OrchestrationV2ThreadProjection): number {
 `,
    `export function estimateRetainedThreadBytes(projection: OrchestrationV2ThreadProjection): number {
  if ((globalThis as any).__RAM_COUNT_POLICY) return 1;
 `,
  );
 });
 edit("apps/web/src/components/ChatView.logic.ts", (rep) => {
  rep(
    `const RELEASED_THREAD_TIMELINE_ENTRIES = 60;`,
    `const RELEASED_THREAD_TIMELINE_ENTRIES = Number(import.meta.env.VITE_RAM_TAIL ?? 60);`,
  );
  rep(
    `  if (readTimelinePosition(threadKey)?.atEnd === false) {`,
    `  if (RELEASED_THREAD_TIMELINE_ENTRIES === 0 || readTimelinePosition(threadKey)?.atEnd === false) {`,
  );
 });
 }
 edit("apps/web/src/connection/storage.ts", (rep) => {
  rep(
    `const StoredVcsRefs = Schema.Struct({`,
    `const RamFullJson = Schema.fromJsonString(StoredOrchestrationThreadSnapshot);
 const ramFull = import.meta.env.VITE_RAM_ENC === "full";
 const encodeThreadRecord: typeof encodeStoredThreadSnapshot = (ramFull
  ? (stored: any) => Schema.encodeEffect(RamFullJson)({ schemaVersion: 5, ...stored })
  : encodeStoredThreadSnapshot) as never;
 const decodeThreadRecord: typeof decodeStoredThreadSnapshot = (ramFull
  ? Schema.decodeUnknownEffect(RamFullJson)
  : decodeStoredThreadSnapshot) as never;
 const StoredVcsRefs = Schema.Struct({`,
  );
  rep(
    `  StoredOrchestrationShellSnapshot,
 `,
    `  StoredOrchestrationShellSnapshot,
  StoredOrchestrationThreadSnapshot,
 `,
  );
  rep(`decodeStoredThreadSnapshot(raw).pipe(`, `decodeThreadRecord(raw).pipe(
                  Effect.tap(() => Effect.sync(() => { (globalThis as any).__RAM_DECODED = performance.now(); })),`);
  rep(`const encoded = yield* encodeStoredThreadSnapshot({`, `const encoded = yield* encodeThreadRecord({`);
 });
diff --git a/harness--matrix.ps1 b/harness--matrix.ps1
 # Runs one measurement queue, alternating the arms' order per round, one heavy hold per round.
 # -Spec: lines of "<size>|<extra env>|<outfile>"; -Arms: "<label>:<policy>:<enc>:<pins>[:<tail>]" joined by commas.
 param([string]$Name, [string[]]$Spec, [string]$Arms, [int]$Runs = 5, [int]$StartRun = 1, [string]$Kind = "heavy", [string]$Log)
 $w = "<SCRATCH>/t3code-perf-work/R-1v2/v3"
 $node = "<HOME>/AppData/Local/vite-plus/data/js_runtime/node/26.13.0/node.exe"
 $lock = "<SCRATCH>/t3code-perf-work/benchlock.mjs"
 $armList = $Arms -split ","
 for ($run = $StartRun; $run -le $Runs; $run++) {
  foreach ($line in $Spec) {
    $parts = $line -split "\|"
    $size = $parts[0]; $extra = $parts[1]; $out = $parts[2]
    $ordered = if ($run % 2 -eq 1) { $armList } else { [array]::Reverse($armList); $armList; [array]::Reverse($armList) }
    $cmds = foreach ($arm in $ordered) {
      $a = $arm -split ":"
      $tail = if ($a.Count -gt 4) { $a[4] } else { "60" }
      "SIZE=$size $extra ARM=$($a[0]) POLICY=$($a[1].Replace("=",":")) ENC=$($a[2]) PINS=$($a[3]) TAIL_N=$tail RUN=$run OUTF=$out '$w/one.sh'"
    }
    & $node $lock acquire --kind $Kind --name $Name --wait-min 60 --max-hold-min 30
    if ($LASTEXITCODE -ne 0) { "LOCK FAILED run=$run $size" | Out-File -Append -Encoding utf8 $Log; exit 2 }
    try {
      $joined = ($cmds -join "; ")
      $p = Start-Process -FilePath "C:\Program Files\Git\usr\bin\bash.exe" -ArgumentList @("-c", "`"($joined) >> '$Log' 2>&1`"") -PassThru -NoNewWindow
      $p.PriorityClass = 'BelowNormal'
      $p.WaitForExit()
    } finally {
      & $node $lock release --kind $Kind --name $Name
    }
    Start-Sleep -Seconds 12
  }
 }
 "QUEUE DONE $Name" | Out-File -Append -Encoding utf8 $Log
diff --git a/harness--one.sh b/harness--one.sh
 #!/bin/sh
 # One scenario run in the worktree (harness applied). Env: SIZE, ARM (label), POLICY, ENC, RUN, OUTF, MODE, SEED, K, SNAP_DIR.
 export PATH="/usr/bin:/mingw64/bin:$PATH"
 WT="<SCRATCH>/t3code-r1v2"
 W="<SCRATCH>/t3code-perf-work/R-1v2/v3"
 VP=<HOME>/AppData/Local/vite-plus/bin/vp.exe
 cd "$WT/apps/web" || exit 1
 case "$SIZE" in
  MIX)  T=100; C=9; O=32000; D=12000; S=raw;  DK=20 ;;   # with MIX=1: 4 heavy threads among 16 windows
  W10)  T=10;  C=6; O=0;     D=0;     S=wire; DK=20 ;;   # the real server's bounded first-open window
  W100) T=100; C=6; O=0;     D=0;     S=wire; DK=20 ;;   # 100 turns as the wire sends them
  W500) T=500; C=6; O=0;     D=0;     S=wire; DK=12 ;;   # 500 turns watched live or fully scrolled back
  R6)   T=100; C=3; O=16000; D=12000; S=raw;  DK=20 ;;   # the v1 fixture
  R30)  T=100; C=9; O=32000; D=12000; S=raw;  DK=12 ;;   # 30 MB of tool bodies
  R100) T=500; C=6; O=32000; D=12000; S=raw;  DK=8  ;;   # 100 MB of tool bodies
  *) echo "bad SIZE $SIZE"; exit 1 ;;
 esac
 export VITE_RAM_SIZE=$SIZE VITE_RAM_SHAPE=$S VITE_RAM_TURNS=$T VITE_RAM_CMDS=$C VITE_RAM_OUTPUT_BYTES=$O VITE_RAM_DIFF_BYTES=$D
 export VITE_RAM_HEAVY_THREADS=${K:-$DK} VITE_RAM_SHELLS=300 VITE_RAM_MODE=${MODE:-heap} VITE_RAM_SEED=${SEED:-0} VITE_RAM_SWITCHES=${SWITCHES:-5}
 export VITE_RAM_ARM=${ARM:-fix} VITE_RAM_POLICY=${POLICY:-bytes:100} VITE_RAM_ENC=${ENC:-compact} VITE_RAM_RUN=${RUN:-0} VITE_RAM_TAIL=${TAIL_N:-60}
 export VITE_RAM_REOPENS=${REOPENS:-6} VITE_RAM_ROTATION=${ROTATION:-3} VITE_RAM_SEQUENTIAL=${SEQUENTIAL:-12} VITE_RAM_STAY_MS=${STAY:-0}
 export VITE_RAM_TTL=${TTL_MS:-300000}
 export VITE_RAM_PINS=${PINS:-new}
 export VITE_RAM_MIX=${MIX:-0} VITE_RAM_ROUND=${ROUND:-0}
 export VITE_RAM_SNAPSHOT=${SNAP:-0} T3CODE_RAM_SNAP_DIR=${SNAP_DIR:-}
 export T3CODE_RAM_OUT="$W/raw/${OUTF:-heap.ndjson}"
 mkdir -p "$W/raw"
 echo "== size=$SIZE arm=$VITE_RAM_ARM policy=$VITE_RAM_POLICY enc=$VITE_RAM_ENC mode=$VITE_RAM_MODE seed=$VITE_RAM_SEED k=$VITE_RAM_HEAVY_THREADS run=$VITE_RAM_RUN $(date +%T)"
 timeout 1700 "$VP" env exec --node 26.12.1 -- "$VP" test run --project ram test/renderer.ram.tsx 2>&1 | grep -E -A6 "Tests  |SchemaError|FAIL" | cut -c1-400 | head -40
 echo "== end $(date +%T)"
diff --git a/harness--perthread.mjs b/harness--perthread.mjs
 // Per fixture-thread string bytes in a heap snapshot, by kind, and object counts for what is left.
 // usage: node --max-old-space-size=12000 perthread.mjs snap [snap...]
 import * as fs from "node:fs";
 for (const file of process.argv.slice(2)) {
  const buf = fs.readFileSync(file);
  const nodesAt = buf.indexOf('"nodes":[');
  const header = JSON.parse(buf.toString("utf8", 0, buf.lastIndexOf(",", nodesAt)) + "}");
  const meta = header.snapshot.meta;
  const nf = meta.node_fields.length;
  const N = header.snapshot.node_count;
  const nums = new Float64Array(N * nf);
  let i = nodesAt + 9, k = 0, v = 0, inNum = false;
  for (; k < nums.length; i++) { const c = buf[i]; if (c >= 48 && c <= 57) { v = v * 10 + c - 48; inNum = true; } else if (inNum) { nums[k++] = v; v = 0; inNum = false; } }
  const stringsAt = buf.indexOf('"strings":[', i);
  const strings = [];
  i = stringsAt + 11;
  for (;;) { while (buf[i] !== 34 && buf[i] !== 93) i++; if (buf[i] === 93) break; const s = i++; while (buf[i] !== 34) { if (buf[i] === 92) i += 2; else i++; } strings.push(buf.toString("utf8", s, Math.min(i + 1, s + 200))); i++; }
  const types = meta.node_types[0];
  const typeIdx = 0, nameIdx = 1, sizeIdx = 3;
  const strT = new Set(["string", "concatenated string", "sliced string"].map((t) => types.indexOf(t)));
  const objT = types.indexOf("object");
  const threads = new Map();
  const kinds = new Map();
  const classes = new Map();
  let totalSelf = 0;
  for (let n = 0; n < N; n++) {
    const o = n * nf;
    const size = nums[o + sizeIdx];
    totalSelf += size;
    if (nums[o + typeIdx] === objT) {
      const name = strings[nums[o + nameIdx]];
      const r = classes.get(name) ?? { c: 0, s: 0 };
      r.c++; r.s += size; classes.set(name, r);
      continue;
    }
    if (!strT.has(nums[o + typeIdx])) continue;
    const s = strings[nums[o + nameIdx]];
    const m = /heavy-(\d+)/.exec(s);
    if (!m) continue;
    const kind = s.startsWith('"[') ? "out" : /const value_/.test(s) ? "diff" : /export function|Answer /.test(s) ? "answer" : /question/.test(s) ? "question" : /pnpm test/.test(s) ? "cmd" : "id";
    const t = threads.get(m[1]) ?? {};
    const r = (t[kind] ??= { c: 0, s: 0 });
    r.c++; r.s += size;
    threads.set(m[1], t);
    const kr = kinds.get(kind) ?? { c: 0, s: 0 };
    kr.c++; kr.s += size; kinds.set(kind, kr);
  }
  console.log(`\n${file.split(/[\\/]/).pop()}: nodes ${N}, self total ${(totalSelf / 1048576).toFixed(1)} MB`);
  console.log("  all threads by kind:", [...kinds].map(([k2, r]) => `${k2} x${r.c} ${(r.s / 1048576).toFixed(1)}MB`).join(", "));
  for (const [id, t] of [...threads].sort((a, b) => Number(a[0]) - Number(b[0]))) {
    console.log(`  heavy-${id}: ` + Object.entries(t).map(([k2, r]) => `${k2} x${r.c} ${(r.s / 1048576).toFixed(2)}`).join(", "));
  }
  console.log("  top object classes:", [...classes].sort((a, b) => b[1].s - a[1].s).slice(0, 12).map(([name, r]) => `${name} x${r.c} ${(r.s / 1048576).toFixed(1)}MB`).join("; "));
 }
diff --git a/harness--policy-sim.mjs b/harness--policy-sim.mjs
 // Offline model of left-thread retention, for choosing a policy. A synthetic trace, not real usage: it says how the
 // policies differ under an assumed size mix and recency bias. usage: node policy-sim.mjs
 function rng(seed) {
  let s = seed >>> 0;
  return () => {
    s = (s + 0x6d2b79f5) >>> 0;
    let t = s;
    t = Math.imul(t ^ (t >>> 15), t | 1);
    t ^= t + Math.imul(t ^ (t >>> 7), t | 61);
    return ((t ^ (t >>> 14)) >>> 0) / 4294967296;
  };
 }
 // Sizes in MB of heap per thread. "typical": bounded windows (W10 to W100). "mixed": some grew by streaming. "heavy": a long session.
 const MIXES = {
  typical: [[0.8, 2], [0.2, 6]],
  mixed: [[0.7, 2], [0.2, 8], [0.08, 30], [0.02, 100]],
  heavy: [[0.4, 2], [0.3, 15], [0.2, 50], [0.1, 100]],
 };
 function makeTrace(mix, random, threads = 60, steps = 4000, recentBias = 0.7, recentCount = 5) {
  const pick = (table) => {
    let r = random();
    for (const [p, v] of table) if ((r -= p) <= 0) return v;
    return table.at(-1)[1];
  };
  const sizes = Array.from({ length: threads }, () => pick(mix));
  const recent = [];
  const trace = [];
  for (let i = 0; i < steps; i++) {
    let id;
    if (recent.length > 1 && random() < recentBias) id = recent[1 + Math.floor(random() * Math.min(recentCount, recent.length - 1))];
    else id = Math.floor(random() * threads);
    if (id === undefined || id === recent[0]) id = (recent[0] + 1 + Math.floor(random() * (threads - 1))) % threads;
    trace.push(id);
    const at = recent.indexOf(id);
    if (at >= 0) recent.splice(at, 1);
    recent.unshift(id);
    if (recent.length > threads) recent.pop();
  }
  return { sizes, trace };
 }
 function simulate({ sizes, trace }, policy) {
  const left = new Set(); // oldest first
  let current = null;
  let warm = 0, cold = 0, first = 0, coldMB = 0, heldSum = 0, heldMax = 0;
  const seen = new Set();
  for (const id of trace) {
    if (current !== null) {
      left.add(current);
      if (policy.kind === "count") {
        while (left.size > policy.n) left.delete(left.values().next().value);
      } else if (policy.kind !== "none") {
        let total = -sizes[current];
        for (const t of left) total += sizes[t];
        while (total > policy.mb) {
          let victim;
          if (policy.kind === "lru") {
            for (const t of left) if (t !== current) { victim = t; break; }
          } else {
            for (const t of left) if (t !== current && (victim === undefined || sizes[t] > sizes[victim])) victim = t;
          }
          if (victim === undefined) break;
          left.delete(victim);
          total -= sizes[victim];
        }
      }
    }
    if (!seen.has(id)) { first++; seen.add(id); }
    else if (left.has(id)) warm++;
    else { cold++; coldMB += sizes[id]; }
    left.delete(id);
    current = id;
    let held = sizes[id];
    for (const t of left) held += sizes[t];
    heldSum += held;
    heldMax = Math.max(heldMax, held);
  }
  const reopens = warm + cold;
  return { warmPct: +((100 * warm) / reopens).toFixed(1), coldPerReopenMB: +(coldMB / reopens).toFixed(1), heldMeanMB: +(heldSum / trace.length).toFixed(0), heldMaxMB: +heldMax.toFixed(0) };
 }
 const POLICIES = [
  { name: "none (no budget, no TTL)", kind: "none" },
  { name: "count 2", kind: "count", n: 2 },
  { name: "count 4", kind: "count", n: 4 },
  { name: "count 8", kind: "count", n: 8 },
  { name: "bytes 50, LRU", kind: "lru", mb: 50 },
  { name: "bytes 100, LRU", kind: "lru", mb: 100 },
  { name: "bytes 200, LRU", kind: "lru", mb: 200 },
  { name: "bytes 50, largest first", kind: "largest", mb: 50 },
  { name: "bytes 100, largest first", kind: "largest", mb: 100 },
  { name: "bytes 200, largest first", kind: "largest", mb: 200 },
 ];
 for (const [name, mix] of Object.entries(MIXES)) {
  console.log(`\n${name} | policy | warm % of reopens | MB read back per reopen | mean MB held | max MB held`);
  for (const policy of POLICIES) {
    const results = [1, 2, 3, 4, 5].map((seed) => simulate(makeTrace(mix, rng(seed * 7919)), policy));
    const mean = (k) => +(results.reduce((a, r) => a + r[k], 0) / results.length).toFixed(1);
    console.log(`| ${policy.name} | ${mean("warmPct")} | ${mean("coldPerReopenMB")} | ${mean("heldMeanMB")} | ${mean("heldMaxMB")} |`);
  }
 }
diff --git a/harness--renderer.ram.tsx b/harness--renderer.ram.tsx
 // R-1 v2 memory and reopen scenarios: boots the whole app on the in-process fake environment with synthetic
 // data only, records JS heap (after two forced GCs) per phase, and first paint / blank frames per thread switch.
 import { createMemoryHistory } from "@tanstack/react-router";
 import { MessageId, RunId, ThreadId } from "@t3tools/contracts";
 import { DEFAULT_CLIENT_SETTINGS } from "@t3tools/contracts/settings";
 import {
  encodeStoredThreadSnapshot,
  StoredOrchestrationThreadSnapshot,
 } from "@t3tools/client-runtime/platform";
 import { estimateRetainedThreadBytes } from "../../../packages/client-runtime/src/state/threadRetention.ts";
 import type * as Context from "effect/Context";
 import * as Effect from "effect/Effect";
 import * as Schema from "effect/Schema";
 import { expect, it, vi } from "vite-plus/test";
 import { cdp, commands, page } from "vite-plus/test/browser";

 import "~/index.css";

 import { AppRoot } from "~/AppRoot";
 import { __setClientSettingsForTests } from "~/hooks/useSettings";
 import { getRouter } from "~/router";
 import {
  ENVIRONMENT_ID,
  base,
  installFakeEnvironment,
  projectionOf,
  run,
  threadWithHistory,
  userItem,
  assistantItem,
  type FakeDriver,
  type FakeThread,
 } from "./fakeEnvironment";
 import { act, render } from "./render";

 vi.mock("../../../packages/client-runtime/src/connection/driver.ts", async (importOriginal) => {
  const [actual, { fakeDriver }, Layer] = await Promise.all([
    importOriginal<{ readonly ConnectionDriver: Context.Key<unknown, FakeDriver> }>(),
    import("./fakeEnvironment"),
    import("effect/Layer"),
  ]);
  return { ...actual, layer: Layer.succeed(actual.ConnectionDriver, fakeDriver) };
 });
 vi.mock(import("~/rpc/requestLatencyState"), async (original) => ({
  ...(await original()),
  trackRpcRequestSent: () => {},
 }));

 const E = import.meta.env;
 const num = (name: string, fallback: number) => Number(E[name] ?? fallback);
 const HEAVY_THREADS = num("VITE_RAM_HEAVY_THREADS", 20);
 const TURNS = num("VITE_RAM_TURNS", 100);
 const CMDS = num("VITE_RAM_CMDS", 3);
 const SHELLS = num("VITE_RAM_SHELLS", 300);
 const OUTPUT_BYTES = num("VITE_RAM_OUTPUT_BYTES", 16_000);
 const DIFF_BYTES = num("VITE_RAM_DIFF_BYTES", 12_000);
 const ANSWER_LINES = num("VITE_RAM_ANSWER_LINES", 24);
 // raw: outputs and diffs in the items. wire: what projectTurnItemForWire leaves of them (the real server path).
 const SHAPE: "raw" | "wire" = E.VITE_RAM_SHAPE ?? "raw";
 const SEED = num("VITE_RAM_SEED", 0) === 1; // threads are in IndexedDB before they are opened, as after an app restart
 const SNAPSHOT = num("VITE_RAM_SNAPSHOT", 0);
 const MODE: "heap" | "reopen" | "huge" | "coldopen" = E.VITE_RAM_MODE ?? "heap";
 const ARM = E.VITE_RAM_ARM ?? "fix";
 const ENC = E.VITE_RAM_ENC ?? "compact";
 const POLICY = E.VITE_RAM_POLICY ?? "bytes:100";
 const SIZE = E.VITE_RAM_SIZE ?? "?";
 const REOPENS = num("VITE_RAM_REOPENS", 6);
 const SWITCHES = num("VITE_RAM_SWITCHES", 5);
 const STAY_MS = num("VITE_RAM_STAY_MS", 0);
 const snap = async (name: string) => {
  if (SNAPSHOT) await (commands as any).takeRamHeapSnapshot(`${ARM}-${SIZE}-${name}`);
 };

 function lines(seed: string, bytes: number, kind: "out" | "diff") {
  const out: string[] = [];
  let size = 0;
  for (let i = 0; size < bytes; i++) {
    const line =
      kind === "out"
        ? `[${seed}:${i}] PASS src/components/feature${i % 97}/Component${i}.test.tsx (${(i * 7) % 1000} ms) ${"x".repeat((i * 13) % 40)}`
        : `${i % 5 === 0 ? "+" : i % 5 === 1 ? "-" : " "}  const value_${seed}_${i} = compute(${i}, "${seed}");`;
    out.push(line);
    size += line.length + 1;
  }
  return out.join("\n");
 }

 // VITE_RAM_MIX=1: every fifth thread is heavy (R30), the others are bounded windows (W10).
 const MIX = num("VITE_RAM_MIX", 0) === 1;
 const ROUND = num("VITE_RAM_ROUND", 0) === 1;
 function shapeOf(name: string, turns: number) {
  if (MIX) {
    const index = Number(name.split("-")[1]);
    return index % 5 === 0
      ? { turns: 100, cmds: 9, output: 32_000, diff: 12_000, kind: "raw" as const }
      : { turns: 10, cmds: 6, output: 0, diff: 0, kind: "wire" as const };
  }
  return { turns, cmds: CMDS, output: OUTPUT_BYTES, diff: DIFF_BYTES, kind: SHAPE };
 }

 const CODE = (seed: string, i: number) =>
  "```ts\n" +
  Array.from(
    { length: ANSWER_LINES },
    (_, k) => `export function f_${seed}_${i}_${k}(a: number, b: string) { return a + b.length + ${k}; }`,
  ).join("\n") +
  "\n```\n";

 function heavyThread(name: string, turnsIn: number) {
  const id = ThreadId.make(name);
  const shape = shapeOf(name, turnsIn);
  const turns = shape.turns;
  const CMDS = shape.cmds;
  const OUTPUT_BYTES = shape.output;
  const DIFF_BYTES = shape.diff;
  const SHAPE = shape.kind;
  const runs: ReturnType<typeof run>[] = [];
  const items: any[] = [];
  const messages: any[] = [];
  let ordinal = 0;
  const record = (item: any, role: "user" | "assistant") =>
    messages.push({
      id: MessageId.make(item.id),
      threadId: id,
      runId: item.runId,
      nodeId: null,
      role,
      text: item.text,
      attachments: [],
      streaming: false,
      createdAt: item.startedAt,
      updatedAt: item.updatedAt,
      createdBy: role === "user" ? "user" : "agent",
      creationSource: role === "user" ? "web" : "provider",
    });
  for (let t = 0; t < turns; t++) {
    const runId = RunId.make(`${name}-run-${t}`);
    runs.push(run(id, runId, t + 1, `${name}-user-${t}`));
    const user = userItem(id, runId, `${name}-user-${t}`, ordinal++, `${name}: question ${t} about the flaky tests`);
    items.push(user);
    record(user, "user");
    for (let c = 0; c < CMDS; c++) {
      items.push({
        ...base(id, runId, `${name}-cmd-${t}-${c}`, ordinal++),
        type: "command_execution",
        input: `pnpm test --filter pkg${c} # ${name} ${t}`,
        ...(SHAPE === "raw"
          ? { output: lines(`${name}-${t}-${c}`, OUTPUT_BYTES, "out") }
          : { outputOmitted: true }),
        exitCode: 0,
      });
    }
    items.push({
      ...base(id, runId, `${name}-fc-${t}`, ordinal++),
      type: "file_change",
      fileName: `src/${name}/file${t}.ts`,
      additions: 40,
      deletions: 12,
      ...(SHAPE === "raw" ? { diffStr: lines(`${name}-${t}`, DIFF_BYTES, "diff") } : {}),
    });
    const answer = assistantItem(
      id,
      runId,
      `${name}-assistant-${t}`,
      ordinal++,
      `Answer ${t} for ${name}.\n\n- checked \`Sidebar.tsx\`\n- ran the tests\n\n${CODE(name, t)}\nDone.`,
    );
    items.push(answer);
    record(answer, "assistant");
  }
  return { id, title: `Heavy ${name}`, runs, items, messages };
 }

 const itemsPerTurn = CMDS + 3;
 // Built on demand and dropped, so the fixture itself is not in the heap between subscribes.
 const HEAVY = Array.from({ length: HEAVY_THREADS }, (_, i) => {
  const name = `heavy-${i}`;
  const cheap = threadWithHistory(name, 1);
  return {
    id: cheap.id,
    title: `Heavy ${name}`,
    itemCount: TURNS * itemsPerTurn,
    build: () => heavyThread(name, TURNS),
    runs: [],
    items: [],
  } as unknown as FakeThread;
 });
 const SHELL_ONLY = Array.from({ length: SHELLS }, (_, i) => threadWithHistory(`shell-${i}`, 0));
 const EMPTY_ROUTE_THREAD = threadWithHistory("small", 2);

 installFakeEnvironment([...HEAVY, ...SHELL_ONLY, EMPTY_ROUTE_THREAD]);
 await page.viewport(1400, 900);
 __setClientSettingsForTests({
  ...DEFAULT_CLIENT_SETTINGS,
  onboardingCompletedAt: "2026-01-01T00:00:00.000Z",
 });

 const writeRow = (row: unknown) => (commands as any).writeRamRow(JSON.stringify(row));
 const tag = {
  arm: ARM,
  mode: MODE,
  run: num("VITE_RAM_RUN", 0),
  size: SIZE,
  shape: SHAPE,
  turns: TURNS,
  heavy: HEAVY_THREADS,
  enc: ENC,
  policy: POLICY,
  pins: E.VITE_RAM_PINS ?? "new",
  tail: num("VITE_RAM_TAIL", 60),
  seed: SEED,
 };

 async function metrics(phase: string, extra: Record<string, unknown> = {}) {
  const session = cdp();
  await session.send("HeapProfiler.collectGarbage");
  await session.send("HeapProfiler.collectGarbage");
  const heap = (await session.send("Runtime.getHeapUsage")) as { usedSize: number };
  await writeRow({ ...tag, phase, heapUsedMB: +(heap.usedSize / 1048576).toFixed(1), ...extra });
 }

 async function settle(ms = 600) {
  let last = -1;
  let stableSince = performance.now();
  const deadline = performance.now() + 30_000;
  while (performance.now() < deadline) {
    const n = document.getElementsByTagName("*").length;
    if (n !== last) {
      last = n;
      stableSince = performance.now();
    } else if (performance.now() - stableSince > ms) return;
    await new Promise((r) => setTimeout(r, 100));
  }
 }

 const DB = "t3code:connection-runtime";
 const STORE = "thread";
 const openDb = () =>
  new Promise<IDBDatabase>((resolve, reject) => {
    const request = indexedDB.open(DB);
    request.onsuccess = () => resolve(request.result);
    request.onerror = () => reject(request.error);
  });

 const fullEncode = Schema.encodeEffect(Schema.fromJsonString(StoredOrchestrationThreadSnapshot));

 async function seedThread(thread: FakeThread) {
  const projection = projectionOf(thread);
  const stored = { environmentId: ENVIRONMENT_ID, threadId: thread.id, snapshot: { snapshotSequence: 1, projection } };
  const encoded = await Effect.runPromise(
    (ENC === "full"
      ? fullEncode({ schemaVersion: 5, ...stored } as never)
      : encodeStoredThreadSnapshot(stored as never)) as Effect.Effect<string, unknown>,
  );
  const db = await openDb();
  await new Promise<void>((resolve, reject) => {
    const tx = db.transaction(STORE, "readwrite");
    tx.objectStore(STORE).put(encoded, `${ENVIRONMENT_ID}:${thread.id}`);
    tx.oncomplete = () => resolve();
    tx.onerror = () => reject(tx.error);
    tx.onabort = () => reject(tx.error ?? new Error("transaction aborted"));
  }).catch(async (error) => {
    await writeRow({ ...tag, phase: "seed-failed", encodedMB: +(encoded.length / 1048576).toFixed(1), error: String(error) });
    throw error;
  });
  db.close();
  return encoded.length;
 }

 async function idbThreadBytes() {
  const db = await openDb();
  const values = await new Promise<unknown[]>((resolve, reject) => {
    const request = db.transaction(STORE).objectStore(STORE).getAll();
    request.onsuccess = () => resolve(request.result);
    request.onerror = () => reject(request.error);
  });
  db.close();
  const lengths = values.map((value) => (typeof value === "string" ? value.length : 0));
  return { records: lengths.length, totalMB: +(lengths.reduce((a, b) => a + b, 0) / 1048576).toFixed(1) };
 }

 // How big is one fixture thread? In its own function, or the suspended test would keep the sample alive.
 async function fixtureRow() {
  const sample = projectionOf(HEAVY[0]!);
  const estimateStart = performance.now();
  const estimate = estimateRetainedThreadBytes(sample);
  const estimateMs = +(performance.now() - estimateStart).toFixed(2);
  await writeRow({
    ...tag,
    phase: "fixture",
    estimateMs,
    estimateMB: +(estimate / 1048576).toFixed(2),
    itemsJsonMB: +(JSON.stringify(sample.turnItems).length / 1048576).toFixed(2),
    items: sample.turnItems.length,
  });
 }

 it("renderer memory", async () => {
  const session = cdp();
  await session.send("Memory.getDOMCounters");
  const record = async (phase: string, extra: Record<string, unknown> = {}) =>
    MODE === "heap" ? metrics(phase, extra) : undefined;
  const router = getRouter(createMemoryHistory({ initialEntries: ["/"] }));
  await router.load();
  const container = document.createElement("div");
  container.style.cssText = "height: 900px; width: 1400px;";
  const screen = await render(<AppRoot router={router} />, { container, router: false });
  await document.fonts.ready;
  await settle(1500);
  await record("01-shell-only");

  await fixtureRow();
  if (SEED) {
    for (let i = 0; i < HEAVY_THREADS; i++) await seedThread(HEAVY[i]!);
    await settle(500);
    await record("01b-seeded", { idb: await idbThreadBytes() });
  }

  const lastAnswer = (threadId: string) =>
    document.querySelector(`[data-message-id="${threadId}-assistant-${shapeOf(threadId, TURNS).turns - 1}"]`);
  const anyMessage = () => document.querySelector("[data-message-id]");
  const released = () => ((globalThis as any).__RAM_RELEASED ?? new Set()) as Set<string>;
  // Navigates and returns ms from navigation start to the first frame showing the thread's last answer, the blank
  // frames before it, and when the thread's data is back (the thread is usable, not just painted).
  const go = async (threadId: string) => {
    const wasReleased = released().has(threadId);
    released().delete(threadId);
    const start = performance.now();
    let painted: number | null = null;
    let stop = false;
    let frames = 0;
    let blankFrames = 0;
    let previous = start;
    let maxGap = 0;
    const deadline = start + 60_000;
    const watch = new Promise<void>((resolve) => {
      const frame = () => {
        const now = performance.now();
        maxGap = Math.max(maxGap, now - previous);
        previous = now;
        frames++;
        if (painted === null) {
          if (lastAnswer(threadId) !== null) painted = now;
          else if (anyMessage() === null) blankFrames++;
        }
        if ((painted !== null && stop) || now > deadline) resolve();
        else requestAnimationFrame(frame);
      };
      requestAnimationFrame(frame);
    });
    await act(() =>
      router.navigate({ to: "/$environmentId/$threadId", params: { environmentId: ENVIRONMENT_ID, threadId } as never }),
    );
    // Waits for the DOM to settle first, so maxGap sees the decode's stall after a remembered paint.
    await settle(500);
    stop = true;
    await watch;
    if (painted === null) throw new Error(`${threadId} did not paint`);
    const decoded = ((globalThis as any).__RAM_DECODED ?? 0) as number;
    const rect = lastAnswer(threadId)?.getBoundingClientRect();
    return {
      paintMs: +((painted as number) - start).toFixed(1),
      decodedMs: decoded > start ? +(decoded - start).toFixed(1) : null,
      frames,
      blankFrames,
      maxGapMs: +maxGap.toFixed(1),
      released: wasReleased,
      endVisible: rect !== undefined && rect.bottom > 0 && rect.top < 900,
    };
  };
  const visit = async (index: number) => {
    const result = await go(HEAVY[index]!.id);
    if (STAY_MS) await new Promise((r) => setTimeout(r, STAY_MS));
    return result;
  };

  const marks = new Set([1, 2, 4, 8, 12, 16, 20]);
  if (MODE === "heap") {
    for (let i = 0; i < HEAVY_THREADS; i++) {
      await visit(i);
      if (marks.has(i + 1) || i + 1 === HEAVY_THREADS) await record(`02-opened-${String(i + 1).padStart(2, "0")}`, { k: i + 1 });
    }
    await snap("A-opened");
    if (ROUND) {
      // A round over every thread, oldest first: the worst case for any retention, in order.
      let warm = 0;
      let cold = 0;
      for (let i = 0; i < HEAVY_THREADS; i++) {
        const result = await visit(i);
        if (result.released) cold++;
        else warm++;
        await writeRow({ ...tag, phase: "round-visit", thread: HEAVY[i]!.id, ...result });
      }
      await record("03a-after-round", { warm, cold });
    }
    for (let r = 0; r < SWITCHES; r++) {
      await visit(0);
      await visit(1);
    }
    await record("03-after-switches", { switches: SWITCHES * 2 });
    await snap("B-switched");
    await act(() => router.navigate({ to: "/" as never }));
    await settle(800);
    await record("04-on-home", { idb: await idbThreadBytes() });
    await snap("C-home");
    await screen[Symbol.asyncDispose]();
    await record("05-after-unmount");
    return;
  }

  if (MODE === "coldopen") {
    // Every thread comes from IndexedDB, as after an app restart.
    for (let i = 0; i < HEAVY_THREADS; i++) {
      await writeRow({ ...tag, phase: "cold-open", thread: HEAVY[i]!.id, ...(await visit(i)) });
    }
    await screen[Symbol.asyncDispose]();
    return;
  }
  if (MODE === "reopen") {
    // Opens `sequential` threads, then alternates a thread left long ago ("old") with the one left just before ("recent").
    const sequential = Math.min(HEAVY_THREADS, num("VITE_RAM_SEQUENTIAL", 12));
    for (let i = 0; i < sequential; i++) await visit(i);
    let current = sequential - 1;
    for (let r = 0; r < REOPENS; r++) {
      const previous = current;
      const oldIndex = r % Math.max(1, sequential - 2);
      await writeRow({ ...tag, phase: "reopen-old", thread: HEAVY[oldIndex]!.id, ...(await visit(oldIndex)) });
      current = oldIndex;
      await writeRow({ ...tag, phase: "reopen-recent", thread: HEAVY[previous]!.id, ...(await visit(previous)) });
      current = previous;
    }
  } else {
    // #11169's case: rotating through huge threads. With three of them, each return is to a thread two switches old.
    const rotation = num("VITE_RAM_ROTATION", 3);
    for (let i = 0; i < rotation; i++) await visit(i);
    for (let r = 0; r < REOPENS; r++) {
      const index = r % rotation;
      await writeRow({ ...tag, phase: "huge-switch", thread: HEAVY[index]!.id, ...(await visit(index)) });
    }
  }
  await screen[Symbol.asyncDispose]();
  expect(true).toBe(true);
 });
diff --git a/heap-seeded.ndjson b/heap-seeded.ndjson
 {"arm":"base","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"01-shell-only","heapUsedMB":200.1}
 {"arm":"base","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"fixture","estimateMs":0.2,"estimateMB":0.09,"itemsJsonMB":0.06,"items":90}
 {"arm":"base","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"01b-seeded","heapUsedMB":200.4,"idb":{"records":20,"totalMB":3.1}}
 {"arm":"base","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"02-opened-01","heapUsedMB":228.5,"k":1}
 {"arm":"base","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"02-opened-02","heapUsedMB":231.6,"k":2}
 {"arm":"base","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"02-opened-04","heapUsedMB":232.4,"k":4}
 {"arm":"base","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"02-opened-08","heapUsedMB":236.6,"k":8}
 {"arm":"base","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"02-opened-12","heapUsedMB":243.1,"k":12}
 {"arm":"base","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"02-opened-16","heapUsedMB":246.8,"k":16}
 {"arm":"base","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"02-opened-20","heapUsedMB":244.7,"k":20}
 {"arm":"base","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"03-after-switches","heapUsedMB":244.4,"switches":10}
 {"arm":"base","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"04-on-home","heapUsedMB":240.2,"idb":{"records":20,"totalMB":3.1}}
 {"arm":"base","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"05-after-unmount","heapUsedMB":136.1}
 {"arm":"share","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"01-shell-only","heapUsedMB":200.1}
 {"arm":"share","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"fixture","estimateMs":0.2,"estimateMB":0.09,"itemsJsonMB":0.06,"items":90}
 {"arm":"share","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"01b-seeded","heapUsedMB":200.4,"idb":{"records":20,"totalMB":2}}
 {"arm":"share","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"02-opened-01","heapUsedMB":228.7,"k":1}
 {"arm":"share","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"02-opened-02","heapUsedMB":231.5,"k":2}
 {"arm":"share","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"02-opened-04","heapUsedMB":231.7,"k":4}
 {"arm":"share","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"02-opened-08","heapUsedMB":236.2,"k":8}
 {"arm":"share","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"02-opened-12","heapUsedMB":240.4,"k":12}
 {"arm":"share","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"02-opened-16","heapUsedMB":243.8,"k":16}
 {"arm":"share","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"02-opened-20","heapUsedMB":248.7,"k":20}
 {"arm":"share","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"03-after-switches","heapUsedMB":247.8,"switches":10}
 {"arm":"share","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"04-on-home","heapUsedMB":244.3,"idb":{"records":20,"totalMB":2}}
 {"arm":"share","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"05-after-unmount","heapUsedMB":135.4}
 {"arm":"fix","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":true,"phase":"01-shell-only","heapUsedMB":200.1}
 {"arm":"fix","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":true,"phase":"fixture","estimateMs":0.3,"estimateMB":0.09,"itemsJsonMB":0.06,"items":90}
 {"arm":"fix","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":true,"phase":"01b-seeded","heapUsedMB":200.4,"idb":{"records":20,"totalMB":2}}
 {"arm":"fix","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":true,"phase":"02-opened-01","heapUsedMB":228.4,"k":1}
 {"arm":"fix","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":true,"phase":"02-opened-02","heapUsedMB":231.5,"k":2}
 {"arm":"fix","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":true,"phase":"02-opened-04","heapUsedMB":232,"k":4}
 {"arm":"fix","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":true,"phase":"02-opened-08","heapUsedMB":231.1,"k":8}
 {"arm":"fix","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":true,"phase":"02-opened-12","heapUsedMB":242.2,"k":12}
 {"arm":"fix","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":true,"phase":"02-opened-16","heapUsedMB":245.6,"k":16}
 {"arm":"fix","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":true,"phase":"02-opened-20","heapUsedMB":248.3,"k":20}
 {"arm":"fix","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":true,"phase":"03-after-switches","heapUsedMB":247.3,"switches":10}
 {"arm":"fix","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":true,"phase":"04-on-home","heapUsedMB":243.3,"idb":{"records":20,"totalMB":2}}
 {"arm":"fix","mode":"heap","run":1,"size":"W10","shape":"wire","turns":10,"heavy":20,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":true,"phase":"05-after-unmount","heapUsedMB":134.6}
 {"arm":"base","mode":"heap","run":1,"size":"W100","shape":"wire","turns":100,"heavy":20,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"01-shell-only","heapUsedMB":200.1}
 {"arm":"base","mode":"heap","run":1,"size":"W100","shape":"wire","turns":100,"heavy":20,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"fixture","estimateMs":1.2,"estimateMB":0.91,"itemsJsonMB":0.59,"items":900}
 {"arm":"base","mode":"heap","run":1,"size":"W100","shape":"wire","turns":100,"heavy":20,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"01b-seeded","heapUsedMB":200.4,"idb":{"records":20,"totalMB":31.5}}
 {"arm":"base","mode":"heap","run":1,"size":"W100","shape":"wire","turns":100,"heavy":20,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"02-opened-01","heapUsedMB":230.6,"k":1}
 {"arm":"base","mode":"heap","run":1,"size":"W100","shape":"wire","turns":100,"heavy":20,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"02-opened-02","heapUsedMB":235,"k":2}
 {"arm":"base","mode":"heap","run":1,"size":"W100","shape":"wire","turns":100,"heavy":20,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"02-opened-04","heapUsedMB":238.6,"k":4}
 {"arm":"base","mode":"heap","run":1,"size":"W100","shape":"wire","turns":100,"heavy":20,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"02-opened-08","heapUsedMB":248.6,"k":8}
 {"arm":"base","mode":"heap","run":1,"size":"W100","shape":"wire","turns":100,"heavy":20,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"02-opened-12","heapUsedMB":260.6,"k":12}
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diff --git a/pins-noleakfix.ndjson b/pins-noleakfix.ndjson
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diff --git a/pins-r100.ndjson b/pins-r100.ndjson
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diff --git a/policy-sim.txt b/policy-sim.txt

 typical | policy | warm % of reopens | MB read back per reopen | mean MB held | max MB held
 | none (no budget, no TTL) | 100 | 0 | 162 | 169.6 |
 | count 2 | 14.7 | 2.4 | 8.4 | 18 |
 | count 4 | 44.4 | 1.6 | 12.8 | 27.6 |
 | count 8 | 75.3 | 0.7 | 23.2 | 40.4 |
 | bytes 50, LRU | 80.8 | 0.5 | 51.6 | 62 |
 | bytes 100, LRU | 89.4 | 0.3 | 99.8 | 112 |
 | bytes 200, LRU | 100 | 0 | 162 | 169.6 |
 | bytes 50, largest first | 70.2 | 1.4 | 53.2 | 62 |
 | bytes 100, largest first | 88.5 | 0.7 | 99.8 | 112 |
 | bytes 200, largest first | 100 | 0 | 162 | 169.6 |

 mixed | policy | warm % of reopens | MB read back per reopen | mean MB held | max MB held
 | none (no budget, no TTL) | 100 | 0 | 411.4 | 429.2 |
 | count 2 | 14.7 | 5.9 | 19.6 | 114.4 |
 | count 4 | 44.4 | 3.9 | 31.4 | 132 |
 | count 8 | 75.3 | 1.7 | 57 | 187.6 |
 | bytes 50, LRU | 70.7 | 3.1 | 48 | 148.4 |
 | bytes 100, LRU | 76.6 | 2.4 | 88.4 | 199.2 |
 | bytes 200, LRU | 86.9 | 1.1 | 185 | 270 |
 | bytes 50, largest first | 61.5 | 5.6 | 61.4 | 152 |
 | bytes 100, largest first | 83.8 | 4.3 | 106 | 201.6 |
 | bytes 200, largest first | 93.9 | 2.7 | 196.2 | 298 |

 heavy | policy | warm % of reopens | MB read back per reopen | mean MB held | max MB held
 | none (no budget, no TTL) | 100 | 0 | 1465.8 | 1529 |
 | count 2 | 14.7 | 21.7 | 72.8 | 270 |
 | count 4 | 44.4 | 14 | 115.8 | 349.8 |
 | count 8 | 75.3 | 6.2 | 208 | 472 |
 | bytes 50, LRU | 29 | 21.9 | 71.4 | 250 |
 | bytes 100, LRU | 47.7 | 16.8 | 105.4 | 289.6 |
 | bytes 200, LRU | 70.7 | 8.7 | 190.2 | 386.2 |
 | bytes 50, largest first | 41.4 | 24.4 | 95.2 | 249.2 |
 | bytes 100, largest first | 61.2 | 21.4 | 136 | 297 |
 | bytes 200, largest first | 65.3 | 20.7 | 235.6 | 398.2 |
diff --git a/recheck-cache.ndjson b/recheck-cache.ndjson
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diff --git a/snapshot-items-twice.txt b/snapshot-items-twice.txt

 full-R6-A-opened.heapsnapshot: nodes 5987813, self total 507.4 MB
  all threads by kind: id x33882 1.0MB, answer x2497 5.0MB, question x2461 0.1MB, out x4811 73.7MB, diff x1600 18.4MB, cmd x4800 0.2MB
  heavy-0: id x3834 0.15, question x307 0.02, out x602 9.21, answer x312 0.62, diff x200 2.29, cmd x600 0.03
  heavy-1: id x4995 0.12, question x307 0.02, answer x313 0.62, out x601 9.21, cmd x600 0.03, diff x200 2.29
  heavy-2: id x5013 0.12, answer x312 0.62, out x601 9.21, question x307 0.02, cmd x600 0.03, diff x200 2.29
  heavy-3: id x3714 0.10, question x307 0.02, answer x312 0.62, out x601 9.21, diff x200 2.29, cmd x600 0.03
  heavy-4: id x5013 0.12, answer x312 0.62, question x307 0.02, out x601 9.21, cmd x600 0.03, diff x200 2.29
  heavy-5: id x3714 0.10, answer x312 0.62, question x307 0.02, out x601 9.21, cmd x600 0.03, diff x200 2.29
  heavy-6: id x3719 0.11, question x307 0.02, answer x312 0.62, out x601 9.21, diff x200 2.29, cmd x600 0.03
  heavy-7: id x3880 0.12, answer x312 0.62, question x312 0.02, out x603 9.21, cmd x600 0.03, diff x200 2.29

 compact-R6-A-opened.heapsnapshot: nodes 5841656, self total 454.4 MB
  all threads by kind: id x11612 0.4MB, answer x899 1.8MB, question x861 0.0MB, out x2411 36.8MB, diff x800 9.2MB, cmd x2400 0.1MB
  heavy-0: id x1433 0.08, question x107 0.01, out x302 4.61, answer x112 0.22, diff x100 1.15, cmd x300 0.01
  heavy-1: id x1908 0.05, question x107 0.01, answer x113 0.22, out x301 4.61, cmd x300 0.01, diff x100 1.15
  heavy-2: id x1538 0.04, answer x113 0.22, out x301 4.61, question x107 0.01, diff x100 1.15, cmd x300 0.01
  heavy-3: id x1312 0.04, question x107 0.01, answer x112 0.22, out x301 4.61, diff x100 1.15, cmd x300 0.01
  heavy-4: id x1312 0.04, answer x113 0.22, question x107 0.01, out x301 4.61, diff x100 1.15, cmd x300 0.01
  heavy-5: id x1312 0.04, answer x112 0.22, question x107 0.01, out x301 4.61, cmd x300 0.01, diff x100 1.15
  heavy-6: id x1318 0.04, question x107 0.01, answer x112 0.22, out x301 4.61, diff x100 1.15, cmd x300 0.01
  heavy-7: id x1479 0.05, answer x112 0.22, question x112 0.01, out x303 4.61, cmd x300 0.01, diff x100 1.15
diff --git a/sweep-mix.ndjson b/sweep-mix.ndjson
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 {"arm":"c4","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"count:4","pins":"new","tail":60,"seed":false,"phase":"03-after-switches","heapUsedMB":278.9,"switches":10}
 {"arm":"c4","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"count:4","pins":"new","tail":60,"seed":false,"phase":"04-on-home","heapUsedMB":273.5,"idb":{"records":20,"totalMB":133.4}}
 {"arm":"c4","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"count:4","pins":"new","tail":60,"seed":false,"phase":"05-after-unmount","heapUsedMB":166.2}
 {"arm":"c8","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"count:8","pins":"new","tail":60,"seed":false,"phase":"01-shell-only","heapUsedMB":194.6}
 {"arm":"c8","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"count:8","pins":"new","tail":60,"seed":false,"phase":"fixture","estimateMs":0.1,"estimateMB":0,"itemsJsonMB":6.31,"items":600}
 {"arm":"c8","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"count:8","pins":"new","tail":60,"seed":false,"phase":"02-opened-01","heapUsedMB":230,"k":1}
 {"arm":"c8","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"count:8","pins":"new","tail":60,"seed":false,"phase":"02-opened-02","heapUsedMB":243,"k":2}
 {"arm":"c8","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"count:8","pins":"new","tail":60,"seed":false,"phase":"02-opened-04","heapUsedMB":256,"k":4}
 {"arm":"c8","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"count:8","pins":"new","tail":60,"seed":false,"phase":"02-opened-08","heapUsedMB":284.9,"k":8}
 {"arm":"c8","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"count:8","pins":"new","tail":60,"seed":false,"phase":"02-opened-12","heapUsedMB":299,"k":12}
 {"arm":"c8","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"count:8","pins":"new","tail":60,"seed":false,"phase":"02-opened-16","heapUsedMB":300.7,"k":16}
 {"arm":"c8","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"count:8","pins":"new","tail":60,"seed":false,"phase":"02-opened-20","heapUsedMB":307.3,"k":20}
 {"arm":"c8","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"count:8","pins":"new","tail":60,"seed":false,"phase":"03-after-switches","heapUsedMB":306.6,"switches":10}
 {"arm":"c8","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"count:8","pins":"new","tail":60,"seed":false,"phase":"04-on-home","heapUsedMB":296.8,"idb":{"records":20,"totalMB":133.4}}
 {"arm":"c8","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"count:8","pins":"new","tail":60,"seed":false,"phase":"05-after-unmount","heapUsedMB":189.3}
 {"arm":"b50","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"bytes:50","pins":"new","tail":60,"seed":false,"phase":"01-shell-only","heapUsedMB":194.4}
 {"arm":"b50","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"bytes:50","pins":"new","tail":60,"seed":false,"phase":"fixture","estimateMs":0.7,"estimateMB":6.51,"itemsJsonMB":6.31,"items":600}
 {"arm":"b50","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"bytes:50","pins":"new","tail":60,"seed":false,"phase":"02-opened-01","heapUsedMB":229.9,"k":1}
 {"arm":"b50","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"bytes:50","pins":"new","tail":60,"seed":false,"phase":"02-opened-02","heapUsedMB":243,"k":2}
 {"arm":"b50","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"bytes:50","pins":"new","tail":60,"seed":false,"phase":"02-opened-04","heapUsedMB":256,"k":4}
 {"arm":"b50","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"bytes:50","pins":"new","tail":60,"seed":false,"phase":"02-opened-08","heapUsedMB":285,"k":8}
 {"arm":"b50","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"bytes:50","pins":"new","tail":60,"seed":false,"phase":"02-opened-12","heapUsedMB":295.2,"k":12}
 {"arm":"b50","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"bytes:50","pins":"new","tail":60,"seed":false,"phase":"02-opened-16","heapUsedMB":304.6,"k":16}
 {"arm":"b50","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"bytes:50","pins":"new","tail":60,"seed":false,"phase":"02-opened-20","heapUsedMB":302.6,"k":20}
 {"arm":"b50","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"bytes:50","pins":"new","tail":60,"seed":false,"phase":"03-after-switches","heapUsedMB":308.1,"switches":10}
 {"arm":"b50","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"bytes:50","pins":"new","tail":60,"seed":false,"phase":"04-on-home","heapUsedMB":297.8,"idb":{"records":20,"totalMB":133.4}}
 {"arm":"b50","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"bytes:50","pins":"new","tail":60,"seed":false,"phase":"05-after-unmount","heapUsedMB":190.4}
 {"arm":"b100","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"01-shell-only","heapUsedMB":194.4}
 {"arm":"b100","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"fixture","estimateMs":0.9,"estimateMB":6.51,"itemsJsonMB":6.31,"items":600}
 {"arm":"b100","mode":"heap","run":3,"size":"R6","shape":"raw","turns":100,"heavy":20,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"02-opened-01","heapUsedMB":229.9,"k":1}
 {"arm":"b100","mode":"heap","run":3,"size":"R
diff --git a/tables-heap.txt b/tables-heap.txt
diff --git a/tables-paint.txt b/tables-paint.txt
diff --git a/tests-against-main.log b/tests-against-main.log
diff --git a/tests-cache-only.log b/tests-cache-only.log
diff --git a/tests-stack.log b/tests-stack.log
diff --git a/ttl.ndjson b/ttl.ndjson
	// Aggregates R-1 v2 rows. usage: node agg.mjs heap <file...> \| node agg.mjs paint <file...>
	import * as fs from "node:fs";
	const [, , kind, ...files] = process.argv;
	const rows = files.flatMap((file) =>
	fs.readFileSync(file, "utf8").trim().split("\n").filter(Boolean).map((line) => JSON.parse(line)),
	);
	const med = (a) => {
	const s = [...a].sort((x, y) => x - y);
	const m = s.length >> 1;
	return s.length === 0 ? NaN : s.length % 2 ? s[m] : (s[m - 1] + s[m]) / 2;
	};
	const fmt = (a) => (a.length ? `${med(a).toFixed(1)} (${Math.min(...a).toFixed(1)}), ${a.length}` : "-");
	if (kind === "heap") {
	for (const size of [...new Set(rows.map((r) => r.size))]) {
	const of = rows.filter((r) => r.size === size);
	const arms = [...new Set(of.map((r) => r.arm))];
	const fixture = of.find((r) => r.phase === "fixture");
	console.log(`\n### ${size} seed=${of[0].seed} K=${of[0].heavy} ${fixture ? `est ${fixture.estimateMB} MB, items JSON ${fixture.itemsJsonMB} MB, ${fixture.items} items, estimate ${fixture.estimateMs} ms` : ""}`);
	console.log(`\| phase \| ${arms.map((a) => `${a} median (min), n`).join(" \| ")} \|`);
	console.log(`\|---\|${arms.map(() => "---").join("\|")}\|`);
	for (const phase of [...new Set(of.map((r) => r.phase))].filter((p) => p !== "fixture" && p !== "round-visit").sort()) {
	const cells = arms.map((a) => fmt(of.filter((r) => r.phase === phase && r.arm === a).map((r) => r.heapUsedMB)));
	console.log(`\| ${phase} \| ${cells.join(" \| ")} \|`);
	}
	const idb = arms.map((a) => {
	const values = of.filter((r) => r.arm === a && r.phase === "04-on-home" && r.idb).map((r) => r.idb.totalMB);
	return values.length ? `${a} ${med(values)} MB` : null;
	}).filter(Boolean);
	if (idb.length) console.log(`IndexedDB thread records: ${idb.join(", ")}`);
	const round = of.filter((r) => r.phase === "03a-after-round");
	if (round.length) console.log(`round over all threads: ${arms.map((a) => { const x = round.filter((r) => r.arm === a); return x.length ? `${a} warm ${med(x.map((r) => r.warm))}, cold ${med(x.map((r) => r.cold))}` : null; }).filter(Boolean).join("; ")}`);
	const opened = (a, n) => of.filter((r) => r.arm === a && r.k === n).map((r) => r.heapUsedMB);
	const K = Math.max(...of.map((r) => r.k ?? 0));
	console.log(`per thread K=4..${K}: ${arms.map((a) => `${a} ${((med(opened(a, K)) - med(opened(a, 4))) / (K - 4)).toFixed(2)} MB`).join(", ")}`);
	}
	} else {
	for (const key of [...new Set(rows.map((r) => `${r.size} ${r.phase}`))].filter((k) => !/fixture\|heap\|0\d-/.test(k)).sort()) {
	const [size, phase] = key.split(" ");
	const of = rows.filter((r) => r.size === size && r.phase === phase);
	console.log(`\n### ${size} ${phase}`);
	console.log("\| arm \| first paint ms, median (min), n \| decode done ms \| blank frames, median (max) \| longest frame gap ms \| released share \| end in view \|");
	console.log("\|---\|---\|---\|---\|---\|---\|---\|");
	for (const arm of [...new Set(of.map((r) => r.arm))]) {
	const x = of.filter((r) => r.arm === arm);
	const decoded = x.map((r) => r.decodedMs).filter((v) => v !== null && v !== undefined);
	console.log(`\| ${arm} \| ${fmt(x.map((r) => r.paintMs))} \| ${decoded.length ? `${med(decoded).toFixed(0)}, ${decoded.length}` : "-"} \| ${med(x.map((r) => r.blankFrames))} (${Math.max(...x.map((r) => r.blankFrames))}) \| ${med(x.map((r) => r.maxGapMs)).toFixed(0)} \| ${x.filter((r) => r.released).length}/${x.length} \| ${x.filter((r) => r.endVisible).length}/${x.length} \|`);
	}
	}
	}
	// Applies the measurement-only switches on top of the staged change. Run from the worktree root.
	// Then `git diff > harness.patch`, and `git apply -R harness.patch` before committing.
	import fs from "node:fs";
	const edit = (f, fn) => {
	let s = fs.readFileSync(f, "utf8");
	const rep = (a, b) => {
	if (!s.includes(a)) throw new Error(`${f}: missing: ${a}`);
	s = s.replace(a, b);
	};
	fn(rep);
	fs.writeFileSync(f, s);
	};
	const BRANCH1 = process.env.BRANCH1 === "1";
	const harnessDir = new URL("../harness/", import.meta.url);
	let renderer = fs.readFileSync(new URL("renderer.ram.tsx", harnessDir), "utf8");
	if (BRANCH1) {
	// Branch 1 has no estimate; the fixture row only reports it.
	renderer = renderer.replace(
	'import { estimateRetainedThreadBytes } from "../../../packages/client-runtime/src/state/threadRetention.ts";',
	"const estimateRetainedThreadBytes = (_: unknown) => 0;",
	);
	}
	fs.writeFileSync("apps/web/test/renderer.ram.tsx", renderer);

	edit("apps/web/test/fakeEnvironment.ts", (rep) => {
	rep("const base = (threadId", "export const base = (threadId");
	rep("function run(threadId: ThreadId, id: RunId", "export function run(threadId: ThreadId, id: RunId");
	rep(
	`export interface FakeThread {
	`,
	`export interface FakeThread {
	readonly itemCount?: number;
	/** Builds the data on demand, for one projection. */
	readonly build?: () => { runs: any[]; items: any[]; messages: any[] };
	`,
	);
	rep(
	` const latest = thread.runs.at(-1);`,
	` const latest = thread.itemCount === undefined ? thread.runs.at(-1) : undefined;`,
	);
	rep(
	` itemCount: thread.items.length,
	visibleItemCount: thread.items.length,`,
	` itemCount: thread.itemCount ?? thread.items.length,
	visibleItemCount: thread.itemCount ?? thread.items.length,`,
	);
	rep(
	`function projectionOf(thread: FakeThread): OrchestrationV2ThreadProjection {
	const shell = shellOf(thread);
	const visibleTurnItems: OrchestrationV2ProjectedTurnItem[] = thread.items.map(`,
	`export function projectionOf(thread: FakeThread): OrchestrationV2ThreadProjection {
	const shell = shellOf(thread);
	const built = thread.build?.();
	const threadItems = built?.items ?? thread.items;
	const threadRuns = built?.runs ?? thread.runs;
	const visibleTurnItems: OrchestrationV2ProjectedTurnItem[] = threadItems.map(`,
	);
	rep(` runs: [...thread.runs],`, ` runs: [...threadRuns],`);
	rep(` messages: [],
	plans: [],
	turnItems: [...thread.items],`, ` messages: built?.messages ?? [],
	plans: [],
	turnItems: [...threadItems],`);
	// A real server resumes with the events after the cursor, here none. The stock fake always sends a new snapshot.
	rep(
	` [ORCHESTRATION_V2_WS_METHODS.subscribeThread]: (input: { readonly threadId: ThreadId }) => {`,
	` [ORCHESTRATION_V2_WS_METHODS.subscribeThread]: (input: {
	readonly threadId: ThreadId;
	readonly afterSequence?: number;
	}) => {`,
	);
	rep(
	` [
	{ kind: "snapshot", snapshotSequence: sequence, projection: projectionOf(thread) },
	{ kind: "synchronized" },
	],`,
	` input.afterSequence !== undefined && input.afterSequence >= sequence
	? [{ kind: "synchronized" }]
	: [
	{ kind: "snapshot", snapshotSequence: sequence, projection: projectionOf(thread) },
	{ kind: "synchronized" },
	],`,
	);
	});

	edit("apps/web/test/render.tsx", (rep) => {
	rep(
	`export async function act<T>(callback: () => T \| Promise<T>): Promise<T> {
	`,
	`export async function act<T>(callback: () => T \| Promise<T>): Promise<T> {
	// Measurement only: production React has no act().
	if (import.meta.env.MODE === "production") return await callback();
	`,
	);
	});

	edit("apps/web/vite.config.ts", (rep) => {
	rep(
	`import * as NodeZlib from "node:zlib";
	`,
	`import * as NodeZlib from "node:zlib";
	import * as NodeURL from "node:url";
	`,
	);
	rep(
	` provider: playwright(),
	`,
	` provider: playwright({
	launchOptions: {
	channel: "chrome",
	args: ["--js-flags=--expose-gc --max-old-space-size=12000", "--enable-precise-memory-info"],
	},
	}),
	`,
	);
	rep(
	`function resolveDevProxyTarget(`,
	`const ramProject = {
	...browserTestProject,
	test: {
	...browserTestProject.test,
	name: "ram",
	include: ["test/*.ram.tsx"],
	hookTimeout: 1_800_000,
	testTimeout: 1_800_000,
	setupFiles: [...browserTestProject.test.setupFiles],
	browser: {
	...browserTestProject.test.browser,
	instances: [{ browser: "chromium" }],
	commands: {
	...browserTestProject.test.browser.commands,
	takeRamHeapSnapshot: async ({ page }, name: string) => {
	const directory = process.env.T3CODE_RAM_SNAP_DIR;
	if (!directory) return false;
	const session = await page.context().newCDPSession(page);
	const handle = await NodeFSP.open(\`\${directory}/\${name}.heapsnapshot\`, "w");
	let pending = Promise.resolve();
	session.on("HeapProfiler.addHeapSnapshotChunk", ({ chunk }) => {
	pending = pending.then(() => handle.write(chunk).then(() => undefined));
	});
	await session.send("HeapProfiler.enable");
	await session.send("HeapProfiler.collectGarbage");
	await session.send("HeapProfiler.collectGarbage");
	await session.send("HeapProfiler.takeHeapSnapshot", { reportProgress: false, captureNumericValue: false });
	await pending;
	await handle.close();
	await session.detach();
	return true;
	},
	writeRamRow: async (_context, row: string) => {
	await NodeFSP.appendFile(process.env.T3CODE_RAM_OUT ?? "ram-rows.ndjson", \`\${row}\\n\`);
	},
	},
	},
	},
	} satisfies TestProjectInlineConfiguration;

	function resolveDevProxyTarget(`,
	);
	rep(
	` "@betteroffice/fonts-cjk": new URL(
	"./src/components/files/office/fonts-cjk.ts",
	import.meta.url,
	).pathname,`,
	` "@betteroffice/fonts-cjk": NodeURL.fileURLToPath(new URL("./src/components/files/office/fonts-cjk.ts", import.meta.url)),`,
	);
	rep(
	` server: {
	host,`,
	` server: {
	fs: { allow: ["<SCRATCH>"] },
	host,`,
	);
	rep(
	` defineProject(renderScenariosProject),
	`,
	` defineProject(renderScenariosProject),
	defineProject(ramProject),
	`,
	);
	});

	if (!BRANCH1) {
	// VITE_RAM_PINS=old keeps a closure in the render scope, as the two long-lived closures do before this change.
	edit("apps/web/src/components/chat/useTimelineFollow.ts", (rep) => {
	rep(
	`createVisitScrollState(visit, visitScrollRef, setPill);`,
	`createVisitScrollState(
	visit,
	visitScrollRef,
	import.meta.env.VITE_RAM_PINS === "old" ? (pill) => setPill(pill) : setPill,
	);`,
	);
	});
	edit("apps/web/src/components/chat/useThreadFindNavigation.ts", (rep) => {
	rep(
	` return trackPagingPosition(container, stateRef, readInputs);`,
	` const stop = trackPagingPosition(container, stateRef, readInputs);
	return import.meta.env.VITE_RAM_PINS === "old" ? () => stop() : stop;`,
	);
	});

	// Arm switches. VITE_RAM_POLICY: none (no budget, 16 whole remembered timelines: this branch's base), count:N, bytes:MB.
	// VITE_RAM_ENC: full (the version 5 format with no re-linking on decode) or compact.
	edit("apps/web/src/state/threads.ts", (rep) => {
	rep(
	`const environmentThreads = createEnvironmentThreadStateAtoms(connectionAtomRuntime, {
	leftThreads: {
	maxBytes: LEFT_THREADS_MAX_BYTES,
	onRelease: (thread) => leftThreadReleased(scopedThreadKey(thread)),
	},
	});`,
	`const RAM_POLICY = (import.meta.env.VITE_RAM_POLICY ?? "bytes:100") as string;
	const [RAM_POLICY_KIND, RAM_POLICY_VALUE] = RAM_POLICY.split(":");
	(globalThis as any).__RAM_COUNT_POLICY = RAM_POLICY_KIND === "count";
	(globalThis as any).__RAM_RELEASED = new Set<string>();
	const environmentThreads = createEnvironmentThreadStateAtoms(connectionAtomRuntime, {
	...(RAM_POLICY_KIND === "none"
	? {}
	: {
	leftThreads: {
	// count:N is N left threads, as v1 counted them: the one just left is outside the budget.
	maxBytes: RAM_POLICY_KIND === "count" ? Number(RAM_POLICY_VALUE) - 1 : Number(RAM_POLICY_VALUE) * 1024 * 1024,
	onRelease: (thread: any) => {
	(globalThis as any).__RAM_RELEASED.add(thread.threadId);
	leftThreadReleased(scopedThreadKey(thread));
	},
	},
	}),
	});`,
	);
	});
	edit("packages/client-runtime/src/state/threadRetention.ts", (rep) => {
	rep(
	`export const THREAD_SNAPSHOT_IDLE_TTL_MS = 5 * 60_000;`,
	`export const THREAD_SNAPSHOT_IDLE_TTL_MS = Number((import.meta as any).env?.VITE_RAM_TTL ?? 5 * 60_000);`,
	);
	rep(
	`export function estimateRetainedThreadBytes(projection: OrchestrationV2ThreadProjection): number {
	`,
	`export function estimateRetainedThreadBytes(projection: OrchestrationV2ThreadProjection): number {
	if ((globalThis as any).__RAM_COUNT_POLICY) return 1;
	`,
	);
	});
	edit("apps/web/src/components/ChatView.logic.ts", (rep) => {
	rep(
	`const RELEASED_THREAD_TIMELINE_ENTRIES = 60;`,
	`const RELEASED_THREAD_TIMELINE_ENTRIES = Number(import.meta.env.VITE_RAM_TAIL ?? 60);`,
	);
	rep(
	` if (readTimelinePosition(threadKey)?.atEnd === false) {`,
	` if (RELEASED_THREAD_TIMELINE_ENTRIES === 0 \|\| readTimelinePosition(threadKey)?.atEnd === false) {`,
	);
	});
	}
	edit("apps/web/src/connection/storage.ts", (rep) => {
	rep(
	`const StoredVcsRefs = Schema.Struct({`,
	`const RamFullJson = Schema.fromJsonString(StoredOrchestrationThreadSnapshot);
	const ramFull = import.meta.env.VITE_RAM_ENC === "full";
	const encodeThreadRecord: typeof encodeStoredThreadSnapshot = (ramFull
	? (stored: any) => Schema.encodeEffect(RamFullJson)({ schemaVersion: 5, ...stored })
	: encodeStoredThreadSnapshot) as never;
	const decodeThreadRecord: typeof decodeStoredThreadSnapshot = (ramFull
	? Schema.decodeUnknownEffect(RamFullJson)
	: decodeStoredThreadSnapshot) as never;
	const StoredVcsRefs = Schema.Struct({`,
	);
	rep(
	` StoredOrchestrationShellSnapshot,
	`,
	` StoredOrchestrationShellSnapshot,
	StoredOrchestrationThreadSnapshot,
	`,
	);
	rep(`decodeStoredThreadSnapshot(raw).pipe(`, `decodeThreadRecord(raw).pipe(
	Effect.tap(() => Effect.sync(() => { (globalThis as any).__RAM_DECODED = performance.now(); })),`);
	rep(`const encoded = yield* encodeStoredThreadSnapshot({`, `const encoded = yield* encodeThreadRecord({`);
	});
	# Runs one measurement queue, alternating the arms' order per round, one heavy hold per round.
	# -Spec: lines of "<size>\|<extra env>\|<outfile>"; -Arms: "<label>:<policy>:<enc>:<pins>[:<tail>]" joined by commas.
	param([string]$Name, [string[]]$Spec, [string]$Arms, [int]$Runs = 5, [int]$StartRun = 1, [string]$Kind = "heavy", [string]$Log)
	$w = "<SCRATCH>/t3code-perf-work/R-1v2/v3"
	$node = "<HOME>/AppData/Local/vite-plus/data/js_runtime/node/26.13.0/node.exe"
	$lock = "<SCRATCH>/t3code-perf-work/benchlock.mjs"
	$armList = $Arms -split ","
	for ($run = $StartRun; $run -le $Runs; $run++) {
	foreach ($line in $Spec) {
	$parts = $line -split "\\|"
	$size = $parts[0]; $extra = $parts[1]; $out = $parts[2]
	$ordered = if ($run % 2 -eq 1) { $armList } else { [array]::Reverse($armList); $armList; [array]::Reverse($armList) }
	$cmds = foreach ($arm in $ordered) {
	$a = $arm -split ":"
	$tail = if ($a.Count -gt 4) { $a[4] } else { "60" }
	"SIZE=$size $extra ARM=$($a[0]) POLICY=$($a[1].Replace("=",":")) ENC=$($a[2]) PINS=$($a[3]) TAIL_N=$tail RUN=$run OUTF=$out '$w/one.sh'"
	}
	& $node $lock acquire --kind $Kind --name $Name --wait-min 60 --max-hold-min 30
	if ($LASTEXITCODE -ne 0) { "LOCK FAILED run=$run $size" \| Out-File -Append -Encoding utf8 $Log; exit 2 }
	try {
	$joined = ($cmds -join "; ")
	$p = Start-Process -FilePath "C:\Program Files\Git\usr\bin\bash.exe" -ArgumentList @("-c", "`"($joined) >> '$Log' 2>&1`"") -PassThru -NoNewWindow
	$p.PriorityClass = 'BelowNormal'
	$p.WaitForExit()
	} finally {
	& $node $lock release --kind $Kind --name $Name
	}
	Start-Sleep -Seconds 12
	}
	}
	"QUEUE DONE $Name" \| Out-File -Append -Encoding utf8 $Log
	#!/bin/sh
	# One scenario run in the worktree (harness applied). Env: SIZE, ARM (label), POLICY, ENC, RUN, OUTF, MODE, SEED, K, SNAP_DIR.
	export PATH="/usr/bin:/mingw64/bin:$PATH"
	WT="<SCRATCH>/t3code-r1v2"
	W="<SCRATCH>/t3code-perf-work/R-1v2/v3"
	VP=<HOME>/AppData/Local/vite-plus/bin/vp.exe
	cd "$WT/apps/web" \|\| exit 1
	case "$SIZE" in
	MIX) T=100; C=9; O=32000; D=12000; S=raw; DK=20 ;; # with MIX=1: 4 heavy threads among 16 windows
	W10) T=10; C=6; O=0; D=0; S=wire; DK=20 ;; # the real server's bounded first-open window
	W100) T=100; C=6; O=0; D=0; S=wire; DK=20 ;; # 100 turns as the wire sends them
	W500) T=500; C=6; O=0; D=0; S=wire; DK=12 ;; # 500 turns watched live or fully scrolled back
	R6) T=100; C=3; O=16000; D=12000; S=raw; DK=20 ;; # the v1 fixture
	R30) T=100; C=9; O=32000; D=12000; S=raw; DK=12 ;; # 30 MB of tool bodies
	R100) T=500; C=6; O=32000; D=12000; S=raw; DK=8 ;; # 100 MB of tool bodies
	*) echo "bad SIZE $SIZE"; exit 1 ;;
	esac
	export VITE_RAM_SIZE=$SIZE VITE_RAM_SHAPE=$S VITE_RAM_TURNS=$T VITE_RAM_CMDS=$C VITE_RAM_OUTPUT_BYTES=$O VITE_RAM_DIFF_BYTES=$D
	export VITE_RAM_HEAVY_THREADS=${K:-$DK} VITE_RAM_SHELLS=300 VITE_RAM_MODE=${MODE:-heap} VITE_RAM_SEED=${SEED:-0} VITE_RAM_SWITCHES=${SWITCHES:-5}
	export VITE_RAM_ARM=${ARM:-fix} VITE_RAM_POLICY=${POLICY:-bytes:100} VITE_RAM_ENC=${ENC:-compact} VITE_RAM_RUN=${RUN:-0} VITE_RAM_TAIL=${TAIL_N:-60}
	export VITE_RAM_REOPENS=${REOPENS:-6} VITE_RAM_ROTATION=${ROTATION:-3} VITE_RAM_SEQUENTIAL=${SEQUENTIAL:-12} VITE_RAM_STAY_MS=${STAY:-0}
	export VITE_RAM_TTL=${TTL_MS:-300000}
	export VITE_RAM_PINS=${PINS:-new}
	export VITE_RAM_MIX=${MIX:-0} VITE_RAM_ROUND=${ROUND:-0}
	export VITE_RAM_SNAPSHOT=${SNAP:-0} T3CODE_RAM_SNAP_DIR=${SNAP_DIR:-}
	export T3CODE_RAM_OUT="$W/raw/${OUTF:-heap.ndjson}"
	mkdir -p "$W/raw"
	echo "== size=$SIZE arm=$VITE_RAM_ARM policy=$VITE_RAM_POLICY enc=$VITE_RAM_ENC mode=$VITE_RAM_MODE seed=$VITE_RAM_SEED k=$VITE_RAM_HEAVY_THREADS run=$VITE_RAM_RUN $(date +%T)"
	timeout 1700 "$VP" env exec --node 26.12.1 -- "$VP" test run --project ram test/renderer.ram.tsx 2>&1 \| grep -E -A6 "Tests \|SchemaError\|FAIL" \| cut -c1-400 \| head -40
	echo "== end $(date +%T)"
	// Per fixture-thread string bytes in a heap snapshot, by kind, and object counts for what is left.
	// usage: node --max-old-space-size=12000 perthread.mjs snap [snap...]
	import * as fs from "node:fs";
	for (const file of process.argv.slice(2)) {
	const buf = fs.readFileSync(file);
	const nodesAt = buf.indexOf('"nodes":[');
	const header = JSON.parse(buf.toString("utf8", 0, buf.lastIndexOf(",", nodesAt)) + "}");
	const meta = header.snapshot.meta;
	const nf = meta.node_fields.length;
	const N = header.snapshot.node_count;
	const nums = new Float64Array(N * nf);
	let i = nodesAt + 9, k = 0, v = 0, inNum = false;
	for (; k < nums.length; i++) { const c = buf[i]; if (c >= 48 && c <= 57) { v = v * 10 + c - 48; inNum = true; } else if (inNum) { nums[k++] = v; v = 0; inNum = false; } }
	const stringsAt = buf.indexOf('"strings":[', i);
	const strings = [];
	i = stringsAt + 11;
	for (;;) { while (buf[i] !== 34 && buf[i] !== 93) i++; if (buf[i] === 93) break; const s = i++; while (buf[i] !== 34) { if (buf[i] === 92) i += 2; else i++; } strings.push(buf.toString("utf8", s, Math.min(i + 1, s + 200))); i++; }
	const types = meta.node_types[0];
	const typeIdx = 0, nameIdx = 1, sizeIdx = 3;
	const strT = new Set(["string", "concatenated string", "sliced string"].map((t) => types.indexOf(t)));
	const objT = types.indexOf("object");
	const threads = new Map();
	const kinds = new Map();
	const classes = new Map();
	let totalSelf = 0;
	for (let n = 0; n < N; n++) {
	const o = n * nf;
	const size = nums[o + sizeIdx];
	totalSelf += size;
	if (nums[o + typeIdx] === objT) {
	const name = strings[nums[o + nameIdx]];
	const r = classes.get(name) ?? { c: 0, s: 0 };
	r.c++; r.s += size; classes.set(name, r);
	continue;
	}
	if (!strT.has(nums[o + typeIdx])) continue;
	const s = strings[nums[o + nameIdx]];
	const m = /heavy-(\d+)/.exec(s);
	if (!m) continue;
	const kind = s.startsWith('"[') ? "out" : /const value_/.test(s) ? "diff" : /export function\|Answer /.test(s) ? "answer" : /question/.test(s) ? "question" : /pnpm test/.test(s) ? "cmd" : "id";
	const t = threads.get(m[1]) ?? {};
	const r = (t[kind] ??= { c: 0, s: 0 });
	r.c++; r.s += size;
	threads.set(m[1], t);
	const kr = kinds.get(kind) ?? { c: 0, s: 0 };
	kr.c++; kr.s += size; kinds.set(kind, kr);
	}
	console.log(`\n${file.split(/[\\/]/).pop()}: nodes ${N}, self total ${(totalSelf / 1048576).toFixed(1)} MB`);
	console.log(" all threads by kind:", [...kinds].map(([k2, r]) => `${k2} x${r.c} ${(r.s / 1048576).toFixed(1)}MB`).join(", "));
	for (const [id, t] of [...threads].sort((a, b) => Number(a[0]) - Number(b[0]))) {
	console.log(` heavy-${id}: ` + Object.entries(t).map(([k2, r]) => `${k2} x${r.c} ${(r.s / 1048576).toFixed(2)}`).join(", "));
	}
	console.log(" top object classes:", [...classes].sort((a, b) => b[1].s - a[1].s).slice(0, 12).map(([name, r]) => `${name} x${r.c} ${(r.s / 1048576).toFixed(1)}MB`).join("; "));
	}
	// Offline model of left-thread retention, for choosing a policy. A synthetic trace, not real usage: it says how the
	// policies differ under an assumed size mix and recency bias. usage: node policy-sim.mjs
	function rng(seed) {
	let s = seed >>> 0;
	return () => {
	s = (s + 0x6d2b79f5) >>> 0;
	let t = s;
	t = Math.imul(t ^ (t >>> 15), t \| 1);
	t ^= t + Math.imul(t ^ (t >>> 7), t \| 61);
	return ((t ^ (t >>> 14)) >>> 0) / 4294967296;
	};
	}
	// Sizes in MB of heap per thread. "typical": bounded windows (W10 to W100). "mixed": some grew by streaming. "heavy": a long session.
	const MIXES = {
	typical: [[0.8, 2], [0.2, 6]],
	mixed: [[0.7, 2], [0.2, 8], [0.08, 30], [0.02, 100]],
	heavy: [[0.4, 2], [0.3, 15], [0.2, 50], [0.1, 100]],
	};
	function makeTrace(mix, random, threads = 60, steps = 4000, recentBias = 0.7, recentCount = 5) {
	const pick = (table) => {
	let r = random();
	for (const [p, v] of table) if ((r -= p) <= 0) return v;
	return table.at(-1)[1];
	};
	const sizes = Array.from({ length: threads }, () => pick(mix));
	const recent = [];
	const trace = [];
	for (let i = 0; i < steps; i++) {
	let id;
	if (recent.length > 1 && random() < recentBias) id = recent[1 + Math.floor(random() * Math.min(recentCount, recent.length - 1))];
	else id = Math.floor(random() * threads);
	if (id === undefined \|\| id === recent[0]) id = (recent[0] + 1 + Math.floor(random() * (threads - 1))) % threads;
	trace.push(id);
	const at = recent.indexOf(id);
	if (at >= 0) recent.splice(at, 1);
	recent.unshift(id);
	if (recent.length > threads) recent.pop();
	}
	return { sizes, trace };
	}
	function simulate({ sizes, trace }, policy) {
	const left = new Set(); // oldest first
	let current = null;
	let warm = 0, cold = 0, first = 0, coldMB = 0, heldSum = 0, heldMax = 0;
	const seen = new Set();
	for (const id of trace) {
	if (current !== null) {
	left.add(current);
	if (policy.kind === "count") {
	while (left.size > policy.n) left.delete(left.values().next().value);
	} else if (policy.kind !== "none") {
	let total = -sizes[current];
	for (const t of left) total += sizes[t];
	while (total > policy.mb) {
	let victim;
	if (policy.kind === "lru") {
	for (const t of left) if (t !== current) { victim = t; break; }
	} else {
	for (const t of left) if (t !== current && (victim === undefined \|\| sizes[t] > sizes[victim])) victim = t;
	}
	if (victim === undefined) break;
	left.delete(victim);
	total -= sizes[victim];
	}
	}
	}
	if (!seen.has(id)) { first++; seen.add(id); }
	else if (left.has(id)) warm++;
	else { cold++; coldMB += sizes[id]; }
	left.delete(id);
	current = id;
	let held = sizes[id];
	for (const t of left) held += sizes[t];
	heldSum += held;
	heldMax = Math.max(heldMax, held);
	}
	const reopens = warm + cold;
	return { warmPct: +((100 * warm) / reopens).toFixed(1), coldPerReopenMB: +(coldMB / reopens).toFixed(1), heldMeanMB: +(heldSum / trace.length).toFixed(0), heldMaxMB: +heldMax.toFixed(0) };
	}
	const POLICIES = [
	{ name: "none (no budget, no TTL)", kind: "none" },
	{ name: "count 2", kind: "count", n: 2 },
	{ name: "count 4", kind: "count", n: 4 },
	{ name: "count 8", kind: "count", n: 8 },
	{ name: "bytes 50, LRU", kind: "lru", mb: 50 },
	{ name: "bytes 100, LRU", kind: "lru", mb: 100 },
	{ name: "bytes 200, LRU", kind: "lru", mb: 200 },
	{ name: "bytes 50, largest first", kind: "largest", mb: 50 },
	{ name: "bytes 100, largest first", kind: "largest", mb: 100 },
	{ name: "bytes 200, largest first", kind: "largest", mb: 200 },
	];
	for (const [name, mix] of Object.entries(MIXES)) {
	console.log(`\n${name} \| policy \| warm % of reopens \| MB read back per reopen \| mean MB held \| max MB held`);
	for (const policy of POLICIES) {
	const results = [1, 2, 3, 4, 5].map((seed) => simulate(makeTrace(mix, rng(seed * 7919)), policy));
	const mean = (k) => +(results.reduce((a, r) => a + r[k], 0) / results.length).toFixed(1);
	console.log(`\| ${policy.name} \| ${mean("warmPct")} \| ${mean("coldPerReopenMB")} \| ${mean("heldMeanMB")} \| ${mean("heldMaxMB")} \|`);
	}
	}
	// R-1 v2 memory and reopen scenarios: boots the whole app on the in-process fake environment with synthetic
	// data only, records JS heap (after two forced GCs) per phase, and first paint / blank frames per thread switch.
	import { createMemoryHistory } from "@tanstack/react-router";
	import { MessageId, RunId, ThreadId } from "@t3tools/contracts";
	import { DEFAULT_CLIENT_SETTINGS } from "@t3tools/contracts/settings";
	import {
	encodeStoredThreadSnapshot,
	StoredOrchestrationThreadSnapshot,
	} from "@t3tools/client-runtime/platform";
	import { estimateRetainedThreadBytes } from "../../../packages/client-runtime/src/state/threadRetention.ts";
	import type * as Context from "effect/Context";
	import * as Effect from "effect/Effect";
	import * as Schema from "effect/Schema";
	import { expect, it, vi } from "vite-plus/test";
	import { cdp, commands, page } from "vite-plus/test/browser";

	import "~/index.css";

	import { AppRoot } from "~/AppRoot";
	import { __setClientSettingsForTests } from "~/hooks/useSettings";
	import { getRouter } from "~/router";
	import {
	ENVIRONMENT_ID,
	base,
	installFakeEnvironment,
	projectionOf,
	run,
	threadWithHistory,
	userItem,
	assistantItem,
	type FakeDriver,
	type FakeThread,
	} from "./fakeEnvironment";
	import { act, render } from "./render";

	vi.mock("../../../packages/client-runtime/src/connection/driver.ts", async (importOriginal) => {
	const [actual, { fakeDriver }, Layer] = await Promise.all([
	importOriginal<{ readonly ConnectionDriver: Context.Key<unknown, FakeDriver> }>(),
	import("./fakeEnvironment"),
	import("effect/Layer"),
	]);
	return { ...actual, layer: Layer.succeed(actual.ConnectionDriver, fakeDriver) };
	});
	vi.mock(import("~/rpc/requestLatencyState"), async (original) => ({
	...(await original()),
	trackRpcRequestSent: () => {},
	}));

	const E = import.meta.env;
	const num = (name: string, fallback: number) => Number(E[name] ?? fallback);
	const HEAVY_THREADS = num("VITE_RAM_HEAVY_THREADS", 20);
	const TURNS = num("VITE_RAM_TURNS", 100);
	const CMDS = num("VITE_RAM_CMDS", 3);
	const SHELLS = num("VITE_RAM_SHELLS", 300);
	const OUTPUT_BYTES = num("VITE_RAM_OUTPUT_BYTES", 16_000);
	const DIFF_BYTES = num("VITE_RAM_DIFF_BYTES", 12_000);
	const ANSWER_LINES = num("VITE_RAM_ANSWER_LINES", 24);
	// raw: outputs and diffs in the items. wire: what projectTurnItemForWire leaves of them (the real server path).
	const SHAPE: "raw" \| "wire" = E.VITE_RAM_SHAPE ?? "raw";
	const SEED = num("VITE_RAM_SEED", 0) === 1; // threads are in IndexedDB before they are opened, as after an app restart
	const SNAPSHOT = num("VITE_RAM_SNAPSHOT", 0);
	const MODE: "heap" \| "reopen" \| "huge" \| "coldopen" = E.VITE_RAM_MODE ?? "heap";
	const ARM = E.VITE_RAM_ARM ?? "fix";
	const ENC = E.VITE_RAM_ENC ?? "compact";
	const POLICY = E.VITE_RAM_POLICY ?? "bytes:100";
	const SIZE = E.VITE_RAM_SIZE ?? "?";
	const REOPENS = num("VITE_RAM_REOPENS", 6);
	const SWITCHES = num("VITE_RAM_SWITCHES", 5);
	const STAY_MS = num("VITE_RAM_STAY_MS", 0);
	const snap = async (name: string) => {
	if (SNAPSHOT) await (commands as any).takeRamHeapSnapshot(`${ARM}-${SIZE}-${name}`);
	};

	function lines(seed: string, bytes: number, kind: "out" \| "diff") {
	const out: string[] = [];
	let size = 0;
	for (let i = 0; size < bytes; i++) {
	const line =
	kind === "out"
	? `[${seed}:${i}] PASS src/components/feature${i % 97}/Component${i}.test.tsx (${(i * 7) % 1000} ms) ${"x".repeat((i * 13) % 40)}`
	: `${i % 5 === 0 ? "+" : i % 5 === 1 ? "-" : " "} const value_${seed}_${i} = compute(${i}, "${seed}");`;
	out.push(line);
	size += line.length + 1;
	}
	return out.join("\n");
	}

	// VITE_RAM_MIX=1: every fifth thread is heavy (R30), the others are bounded windows (W10).
	const MIX = num("VITE_RAM_MIX", 0) === 1;
	const ROUND = num("VITE_RAM_ROUND", 0) === 1;
	function shapeOf(name: string, turns: number) {
	if (MIX) {
	const index = Number(name.split("-")[1]);
	return index % 5 === 0
	? { turns: 100, cmds: 9, output: 32_000, diff: 12_000, kind: "raw" as const }
	: { turns: 10, cmds: 6, output: 0, diff: 0, kind: "wire" as const };
	}
	return { turns, cmds: CMDS, output: OUTPUT_BYTES, diff: DIFF_BYTES, kind: SHAPE };
	}

	const CODE = (seed: string, i: number) =>
	"```ts\n" +
	Array.from(
	{ length: ANSWER_LINES },
	(_, k) => `export function f_${seed}_${i}_${k}(a: number, b: string) { return a + b.length + ${k}; }`,
	).join("\n") +
	"\n```\n";

	function heavyThread(name: string, turnsIn: number) {
	const id = ThreadId.make(name);
	const shape = shapeOf(name, turnsIn);
	const turns = shape.turns;
	const CMDS = shape.cmds;
	const OUTPUT_BYTES = shape.output;
	const DIFF_BYTES = shape.diff;
	const SHAPE = shape.kind;
	const runs: ReturnType<typeof run>[] = [];
	const items: any[] = [];
	const messages: any[] = [];
	let ordinal = 0;
	const record = (item: any, role: "user" \| "assistant") =>
	messages.push({
	id: MessageId.make(item.id),
	threadId: id,
	runId: item.runId,
	nodeId: null,
	role,
	text: item.text,
	attachments: [],
	streaming: false,
	createdAt: item.startedAt,
	updatedAt: item.updatedAt,
	createdBy: role === "user" ? "user" : "agent",
	creationSource: role === "user" ? "web" : "provider",
	});
	for (let t = 0; t < turns; t++) {
	const runId = RunId.make(`${name}-run-${t}`);
	runs.push(run(id, runId, t + 1, `${name}-user-${t}`));
	const user = userItem(id, runId, `${name}-user-${t}`, ordinal++, `${name}: question ${t} about the flaky tests`);
	items.push(user);
	record(user, "user");
	for (let c = 0; c < CMDS; c++) {
	items.push({
	...base(id, runId, `${name}-cmd-${t}-${c}`, ordinal++),
	type: "command_execution",
	input: `pnpm test --filter pkg${c} # ${name} ${t}`,
	...(SHAPE === "raw"
	? { output: lines(`${name}-${t}-${c}`, OUTPUT_BYTES, "out") }
	: { outputOmitted: true }),
	exitCode: 0,
	});
	}
	items.push({
	...base(id, runId, `${name}-fc-${t}`, ordinal++),
	type: "file_change",
	fileName: `src/${name}/file${t}.ts`,
	additions: 40,
	deletions: 12,
	...(SHAPE === "raw" ? { diffStr: lines(`${name}-${t}`, DIFF_BYTES, "diff") } : {}),
	});
	const answer = assistantItem(
	id,
	runId,
	`${name}-assistant-${t}`,
	ordinal++,
	`Answer ${t} for ${name}.\n\n- checked \`Sidebar.tsx\`\n- ran the tests\n\n${CODE(name, t)}\nDone.`,
	);
	items.push(answer);
	record(answer, "assistant");
	}
	return { id, title: `Heavy ${name}`, runs, items, messages };
	}

	const itemsPerTurn = CMDS + 3;
	// Built on demand and dropped, so the fixture itself is not in the heap between subscribes.
	const HEAVY = Array.from({ length: HEAVY_THREADS }, (_, i) => {
	const name = `heavy-${i}`;
	const cheap = threadWithHistory(name, 1);
	return {
	id: cheap.id,
	title: `Heavy ${name}`,
	itemCount: TURNS * itemsPerTurn,
	build: () => heavyThread(name, TURNS),
	runs: [],
	items: [],
	} as unknown as FakeThread;
	});
	const SHELL_ONLY = Array.from({ length: SHELLS }, (_, i) => threadWithHistory(`shell-${i}`, 0));
	const EMPTY_ROUTE_THREAD = threadWithHistory("small", 2);

	installFakeEnvironment([...HEAVY, ...SHELL_ONLY, EMPTY_ROUTE_THREAD]);
	await page.viewport(1400, 900);
	__setClientSettingsForTests({
	...DEFAULT_CLIENT_SETTINGS,
	onboardingCompletedAt: "2026-01-01T00:00:00.000Z",
	});

	const writeRow = (row: unknown) => (commands as any).writeRamRow(JSON.stringify(row));
	const tag = {
	arm: ARM,
	mode: MODE,
	run: num("VITE_RAM_RUN", 0),
	size: SIZE,
	shape: SHAPE,
	turns: TURNS,
	heavy: HEAVY_THREADS,
	enc: ENC,
	policy: POLICY,
	pins: E.VITE_RAM_PINS ?? "new",
	tail: num("VITE_RAM_TAIL", 60),
	seed: SEED,
	};

	async function metrics(phase: string, extra: Record<string, unknown> = {}) {
	const session = cdp();
	await session.send("HeapProfiler.collectGarbage");
	await session.send("HeapProfiler.collectGarbage");
	const heap = (await session.send("Runtime.getHeapUsage")) as { usedSize: number };
	await writeRow({ ...tag, phase, heapUsedMB: +(heap.usedSize / 1048576).toFixed(1), ...extra });
	}

	async function settle(ms = 600) {
	let last = -1;
	let stableSince = performance.now();
	const deadline = performance.now() + 30_000;
	while (performance.now() < deadline) {
	const n = document.getElementsByTagName("*").length;
	if (n !== last) {
	last = n;
	stableSince = performance.now();
	} else if (performance.now() - stableSince > ms) return;
	await new Promise((r) => setTimeout(r, 100));
	}
	}

	const DB = "t3code:connection-runtime";
	const STORE = "thread";
	const openDb = () =>
	new Promise<IDBDatabase>((resolve, reject) => {
	const request = indexedDB.open(DB);
	request.onsuccess = () => resolve(request.result);
	request.onerror = () => reject(request.error);
	});

	const fullEncode = Schema.encodeEffect(Schema.fromJsonString(StoredOrchestrationThreadSnapshot));

	async function seedThread(thread: FakeThread) {
	const projection = projectionOf(thread);
	const stored = { environmentId: ENVIRONMENT_ID, threadId: thread.id, snapshot: { snapshotSequence: 1, projection } };
	const encoded = await Effect.runPromise(
	(ENC === "full"
	? fullEncode({ schemaVersion: 5, ...stored } as never)
	: encodeStoredThreadSnapshot(stored as never)) as Effect.Effect<string, unknown>,
	);
	const db = await openDb();
	await new Promise<void>((resolve, reject) => {
	const tx = db.transaction(STORE, "readwrite");
	tx.objectStore(STORE).put(encoded, `${ENVIRONMENT_ID}:${thread.id}`);
	tx.oncomplete = () => resolve();
	tx.onerror = () => reject(tx.error);
	tx.onabort = () => reject(tx.error ?? new Error("transaction aborted"));
	}).catch(async (error) => {
	await writeRow({ ...tag, phase: "seed-failed", encodedMB: +(encoded.length / 1048576).toFixed(1), error: String(error) });
	throw error;
	});
	db.close();
	return encoded.length;
	}

	async function idbThreadBytes() {
	const db = await openDb();
	const values = await new Promise<unknown[]>((resolve, reject) => {
	const request = db.transaction(STORE).objectStore(STORE).getAll();
	request.onsuccess = () => resolve(request.result);
	request.onerror = () => reject(request.error);
	});
	db.close();
	const lengths = values.map((value) => (typeof value === "string" ? value.length : 0));
	return { records: lengths.length, totalMB: +(lengths.reduce((a, b) => a + b, 0) / 1048576).toFixed(1) };
	}

	// How big is one fixture thread? In its own function, or the suspended test would keep the sample alive.
	async function fixtureRow() {
	const sample = projectionOf(HEAVY[0]!);
	const estimateStart = performance.now();
	const estimate = estimateRetainedThreadBytes(sample);
	const estimateMs = +(performance.now() - estimateStart).toFixed(2);
	await writeRow({
	...tag,
	phase: "fixture",
	estimateMs,
	estimateMB: +(estimate / 1048576).toFixed(2),
	itemsJsonMB: +(JSON.stringify(sample.turnItems).length / 1048576).toFixed(2),
	items: sample.turnItems.length,
	});
	}

	it("renderer memory", async () => {
	const session = cdp();
	await session.send("Memory.getDOMCounters");
	const record = async (phase: string, extra: Record<string, unknown> = {}) =>
	MODE === "heap" ? metrics(phase, extra) : undefined;
	const router = getRouter(createMemoryHistory({ initialEntries: ["/"] }));
	await router.load();
	const container = document.createElement("div");
	container.style.cssText = "height: 900px; width: 1400px;";
	const screen = await render(<AppRoot router={router} />, { container, router: false });
	await document.fonts.ready;
	await settle(1500);
	await record("01-shell-only");

	await fixtureRow();
	if (SEED) {
	for (let i = 0; i < HEAVY_THREADS; i++) await seedThread(HEAVY[i]!);
	await settle(500);
	await record("01b-seeded", { idb: await idbThreadBytes() });
	}

	const lastAnswer = (threadId: string) =>
	document.querySelector(`[data-message-id="${threadId}-assistant-${shapeOf(threadId, TURNS).turns - 1}"]`);
	const anyMessage = () => document.querySelector("[data-message-id]");
	const released = () => ((globalThis as any).__RAM_RELEASED ?? new Set()) as Set<string>;
	// Navigates and returns ms from navigation start to the first frame showing the thread's last answer, the blank
	// frames before it, and when the thread's data is back (the thread is usable, not just painted).
	const go = async (threadId: string) => {
	const wasReleased = released().has(threadId);
	released().delete(threadId);
	const start = performance.now();
	let painted: number \| null = null;
	let stop = false;
	let frames = 0;
	let blankFrames = 0;
	let previous = start;
	let maxGap = 0;
	const deadline = start + 60_000;
	const watch = new Promise<void>((resolve) => {
	const frame = () => {
	const now = performance.now();
	maxGap = Math.max(maxGap, now - previous);
	previous = now;
	frames++;
	if (painted === null) {
	if (lastAnswer(threadId) !== null) painted = now;
	else if (anyMessage() === null) blankFrames++;
	}
	if ((painted !== null && stop) \|\| now > deadline) resolve();
	else requestAnimationFrame(frame);
	};
	requestAnimationFrame(frame);
	});
	await act(() =>
	router.navigate({ to: "/$environmentId/$threadId", params: { environmentId: ENVIRONMENT_ID, threadId } as never }),
	);
	// Waits for the DOM to settle first, so maxGap sees the decode's stall after a remembered paint.
	await settle(500);
	stop = true;
	await watch;
	if (painted === null) throw new Error(`${threadId} did not paint`);
	const decoded = ((globalThis as any).__RAM_DECODED ?? 0) as number;
	const rect = lastAnswer(threadId)?.getBoundingClientRect();
	return {
	paintMs: +((painted as number) - start).toFixed(1),
	decodedMs: decoded > start ? +(decoded - start).toFixed(1) : null,
	frames,
	blankFrames,
	maxGapMs: +maxGap.toFixed(1),
	released: wasReleased,
	endVisible: rect !== undefined && rect.bottom > 0 && rect.top < 900,
	};
	};
	const visit = async (index: number) => {
	const result = await go(HEAVY[index]!.id);
	if (STAY_MS) await new Promise((r) => setTimeout(r, STAY_MS));
	return result;
	};

	const marks = new Set([1, 2, 4, 8, 12, 16, 20]);
	if (MODE === "heap") {
	for (let i = 0; i < HEAVY_THREADS; i++) {
	await visit(i);
	if (marks.has(i + 1) \|\| i + 1 === HEAVY_THREADS) await record(`02-opened-${String(i + 1).padStart(2, "0")}`, { k: i + 1 });
	}
	await snap("A-opened");
	if (ROUND) {
	// A round over every thread, oldest first: the worst case for any retention, in order.
	let warm = 0;
	let cold = 0;
	for (let i = 0; i < HEAVY_THREADS; i++) {
	const result = await visit(i);
	if (result.released) cold++;
	else warm++;
	await writeRow({ ...tag, phase: "round-visit", thread: HEAVY[i]!.id, ...result });
	}
	await record("03a-after-round", { warm, cold });
	}
	for (let r = 0; r < SWITCHES; r++) {
	await visit(0);
	await visit(1);
	}
	await record("03-after-switches", { switches: SWITCHES * 2 });
	await snap("B-switched");
	await act(() => router.navigate({ to: "/" as never }));
	await settle(800);
	await record("04-on-home", { idb: await idbThreadBytes() });
	await snap("C-home");
	await screen[Symbol.asyncDispose]();
	await record("05-after-unmount");
	return;
	}

	if (MODE === "coldopen") {
	// Every thread comes from IndexedDB, as after an app restart.
	for (let i = 0; i < HEAVY_THREADS; i++) {
	await writeRow({ ...tag, phase: "cold-open", thread: HEAVY[i]!.id, ...(await visit(i)) });
	}
	await screen[Symbol.asyncDispose]();
	return;
	}
	if (MODE === "reopen") {
	// Opens `sequential` threads, then alternates a thread left long ago ("old") with the one left just before ("recent").
	const sequential = Math.min(HEAVY_THREADS, num("VITE_RAM_SEQUENTIAL", 12));
	for (let i = 0; i < sequential; i++) await visit(i);
	let current = sequential - 1;
	for (let r = 0; r < REOPENS; r++) {
	const previous = current;
	const oldIndex = r % Math.max(1, sequential - 2);
	await writeRow({ ...tag, phase: "reopen-old", thread: HEAVY[oldIndex]!.id, ...(await visit(oldIndex)) });
	current = oldIndex;
	await writeRow({ ...tag, phase: "reopen-recent", thread: HEAVY[previous]!.id, ...(await visit(previous)) });
	current = previous;
	}
	} else {
	// #11169's case: rotating through huge threads. With three of them, each return is to a thread two switches old.
	const rotation = num("VITE_RAM_ROTATION", 3);
	for (let i = 0; i < rotation; i++) await visit(i);
	for (let r = 0; r < REOPENS; r++) {
	const index = r % rotation;
	await writeRow({ ...tag, phase: "huge-switch", thread: HEAVY[index]!.id, ...(await visit(index)) });
	}
	}
	await screen[Symbol.asyncDispose]();
	expect(true).toBe(true);
	});
	{"arm":"pinsold","mode":"heap","run":1,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"01-shell-only","heapUsedMB":190.5}
	{"arm":"pinsold","mode":"heap","run":1,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"fixture","estimateMs":4,"estimateMB":102.01,"itemsJsonMB":101.6,"items":4500}
	{"arm":"pinsold","mode":"heap","run":1,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"02-opened-01","heapUsedMB":321.2,"k":1}
	{"arm":"pinsold","mode":"heap","run":1,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"02-opened-02","heapUsedMB":429.3,"k":2}
	{"arm":"pinsold","mode":"heap","run":1,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"02-opened-03","heapUsedMB":434.1,"k":3}
	{"arm":"pinsold","mode":"heap","run":1,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"03-after-switches","heapUsedMB":539.1,"switches":6}
	{"arm":"pinsold","mode":"heap","run":1,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"04-on-home","heapUsedMB":330.8,"idb":{"records":3,"totalMB":310.7}}
	{"arm":"pinsold","mode":"heap","run":1,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"05-after-unmount","heapUsedMB":228.8}
	{"arm":"pinsnew","mode":"heap","run":1,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"01-shell-only","heapUsedMB":190.5}
	{"arm":"pinsnew","mode":"heap","run":1,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"fixture","estimateMs":4.3,"estimateMB":102.01,"itemsJsonMB":101.6,"items":4500}
	{"arm":"pinsnew","mode":"heap","run":1,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"02-opened-01","heapUsedMB":321.4,"k":1}
	{"arm":"pinsnew","mode":"heap","run":1,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"02-opened-02","heapUsedMB":429.3,"k":2}
	{"arm":"pinsnew","mode":"heap","run":1,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"02-opened-03","heapUsedMB":435.3,"k":3}
	{"arm":"pinsnew","mode":"heap","run":1,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"03-after-switches","heapUsedMB":441.5,"switches":6}
	{"arm":"pinsnew","mode":"heap","run":1,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"04-on-home","heapUsedMB":334.2,"idb":{"records":3,"totalMB":310.7}}
	{"arm":"pinsnew","mode":"heap","run":1,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"05-after-unmount","heapUsedMB":232.5}
	{"arm":"pinsnew","mode":"heap","run":2,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"01-shell-only","heapUsedMB":190.3}
	{"arm":"pinsnew","mode":"heap","run":2,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"fixture","estimateMs":3,"estimateMB":102.01,"itemsJsonMB":101.6,"items":4500}
	{"arm":"pinsnew","mode":"heap","run":2,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"02-opened-01","heapUsedMB":320.9,"k":1}
	{"arm":"pinsnew","mode":"heap","run":2,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"02-opened-02","heapUsedMB":428.9,"k":2}
	{"arm":"pinsnew","mode":"heap","run":2,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"02-opened-03","heapUsedMB":434,"k":3}
	{"arm":"pinsnew","mode":"heap","run":2,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"03-after-switches","heapUsedMB":441.1,"switches":6}
	{"arm":"pinsnew","mode":"heap","run":2,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"04-on-home","heapUsedMB":331.2,"idb":{"records":3,"totalMB":310.7}}
	{"arm":"pinsnew","mode":"heap","run":2,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"05-after-unmount","heapUsedMB":229.2}
	{"arm":"pinsold","mode":"heap","run":2,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"01-shell-only","heapUsedMB":190.3}
	{"arm":"pinsold","mode":"heap","run":2,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"fixture","estimateMs":3.5,"estimateMB":102.01,"itemsJsonMB":101.6,"items":4500}
	{"arm":"pinsold","mode":"heap","run":2,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"02-opened-01","heapUsedMB":320.9,"k":1}
	{"arm":"pinsold","mode":"heap","run":2,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"02-opened-02","heapUsedMB":422.2,"k":2}
	{"arm":"pinsold","mode":"heap","run":2,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"02-opened-03","heapUsedMB":429,"k":3}
	{"arm":"pinsold","mode":"heap","run":2,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"03-after-switches","heapUsedMB":539.1,"switches":6}
	{"arm":"pinsold","mode":"heap","run":2,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"04-on-home","heapUsedMB":431.1,"idb":{"records":3,"totalMB":310.7}}
	{"arm":"pinsold","mode":"heap","run":2,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"05-after-unmount","heapUsedMB":329.9}
	{"arm":"pinsold","mode":"heap","run":3,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"01-shell-only","heapUsedMB":190.3}
	{"arm":"pinsold","mode":"heap","run":3,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"fixture","estimateMs":3,"estimateMB":102.01,"itemsJsonMB":101.6,"items":4500}
	{"arm":"pinsold","mode":"heap","run":3,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"02-opened-01","heapUsedMB":320.9,"k":1}
	{"arm":"pinsold","mode":"heap","run":3,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"02-opened-02","heapUsedMB":428.9,"k":2}
	{"arm":"pinsold","mode":"heap","run":3,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"02-opened-03","heapUsedMB":434,"k":3}
	{"arm":"pinsold","mode":"heap","run":3,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"03-after-switches","heapUsedMB":539.7,"switches":6}
	{"arm":"pinsold","mode":"heap","run":3,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"04-on-home","heapUsedMB":331.4,"idb":{"records":3,"totalMB":310.7}}
	{"arm":"pinsold","mode":"heap","run":3,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"old","tail":60,"seed":false,"phase":"05-after-unmount","heapUsedMB":229.4}
	{"arm":"pinsnew","mode":"heap","run":3,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"01-shell-only","heapUsedMB":190.3}
	{"arm":"pinsnew","mode":"heap","run":3,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"fixture","estimateMs":3.1,"estimateMB":102.01,"itemsJsonMB":101.6,"items":4500}
	{"arm":"pinsnew","mode":"heap","run":3,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"02-opened-01","heapUsedMB":320.9,"k":1}
	{"arm":"pinsnew","mode":"heap","run":3,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"02-opened-02","heapUsedMB":428.9,"k":2}
	{"arm":"pinsnew","mode":"heap","run":3,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"02-opened-03","heapUsedMB":434.1,"k":3}
	{"arm":"pinsnew","mode":"heap","run":3,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"03-after-switches","heapUsedMB":441.2,"switches":6}
	{"arm":"pinsnew","mode":"heap","run":3,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"04-on-home","heapUsedMB":334,"idb":{"records":3,"totalMB":310.7}}
	{"arm":"pinsnew","mode":"heap","run":3,"size":"R100","shape":"raw","turns":500,"heavy":3,"enc":"compact","policy":"bytes:100","pins":"new","tail":60,"seed":false,"phase":"05-after-unmount","heapUsedMB":232.3}

	typical \| policy \| warm % of reopens \| MB read back per reopen \| mean MB held \| max MB held
	\| none (no budget, no TTL) \| 100 \| 0 \| 162 \| 169.6 \|
	\| count 2 \| 14.7 \| 2.4 \| 8.4 \| 18 \|
	\| count 4 \| 44.4 \| 1.6 \| 12.8 \| 27.6 \|
	\| count 8 \| 75.3 \| 0.7 \| 23.2 \| 40.4 \|
	\| bytes 50, LRU \| 80.8 \| 0.5 \| 51.6 \| 62 \|
	\| bytes 100, LRU \| 89.4 \| 0.3 \| 99.8 \| 112 \|
	\| bytes 200, LRU \| 100 \| 0 \| 162 \| 169.6 \|
	\| bytes 50, largest first \| 70.2 \| 1.4 \| 53.2 \| 62 \|
	\| bytes 100, largest first \| 88.5 \| 0.7 \| 99.8 \| 112 \|
	\| bytes 200, largest first \| 100 \| 0 \| 162 \| 169.6 \|

	mixed \| policy \| warm % of reopens \| MB read back per reopen \| mean MB held \| max MB held
	\| none (no budget, no TTL) \| 100 \| 0 \| 411.4 \| 429.2 \|
	\| count 2 \| 14.7 \| 5.9 \| 19.6 \| 114.4 \|
	\| count 4 \| 44.4 \| 3.9 \| 31.4 \| 132 \|
	\| count 8 \| 75.3 \| 1.7 \| 57 \| 187.6 \|
	\| bytes 50, LRU \| 70.7 \| 3.1 \| 48 \| 148.4 \|
	\| bytes 100, LRU \| 76.6 \| 2.4 \| 88.4 \| 199.2 \|
	\| bytes 200, LRU \| 86.9 \| 1.1 \| 185 \| 270 \|
	\| bytes 50, largest first \| 61.5 \| 5.6 \| 61.4 \| 152 \|
	\| bytes 100, largest first \| 83.8 \| 4.3 \| 106 \| 201.6 \|
	\| bytes 200, largest first \| 93.9 \| 2.7 \| 196.2 \| 298 \|

	heavy \| policy \| warm % of reopens \| MB read back per reopen \| mean MB held \| max MB held
	\| none (no budget, no TTL) \| 100 \| 0 \| 1465.8 \| 1529 \|
	\| count 2 \| 14.7 \| 21.7 \| 72.8 \| 270 \|
	\| count 4 \| 44.4 \| 14 \| 115.8 \| 349.8 \|
	\| count 8 \| 75.3 \| 6.2 \| 208 \| 472 \|
	\| bytes 50, LRU \| 29 \| 21.9 \| 71.4 \| 250 \|
	\| bytes 100, LRU \| 47.7 \| 16.8 \| 105.4 \| 289.6 \|
	\| bytes 200, LRU \| 70.7 \| 8.7 \| 190.2 \| 386.2 \|
	\| bytes 50, largest first \| 41.4 \| 24.4 \| 95.2 \| 249.2 \|
	\| bytes 100, largest first \| 61.2 \| 21.4 \| 136 \| 297 \|
	\| bytes 200, largest first \| 65.3 \| 20.7 \| 235.6 \| 398.2 \|
	{"arm":"main","mode":"heap","run":1,"size":"R30","shape":"raw","turns":100,"heavy":12,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"01-shell-only","heapUsedMB":198.2}
	{"arm":"main","mode":"heap","run":1,"size":"R30","shape":"raw","turns":100,"heavy":12,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"fixture","estimateMs":0,"estimateMB":0,"itemsJsonMB":29.68,"items":1200}
	{"arm":"main","mode":"heap","run":1,"size":"R30","shape":"raw","turns":100,"heavy":12,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"01b-seeded","heapUsedMB":198.5,"idb":{"records":12,"totalMB":717.4}}
	{"arm":"main","mode":"heap","run":1,"size":"R30","shape":"raw","turns":100,"heavy":12,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"02-opened-01","heapUsedMB":286.6,"k":1}
	{"arm":"main","mode":"heap","run":1,"size":"R30","shape":"raw","turns":100,"heavy":12,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"02-opened-02","heapUsedMB":348.1,"k":2}
	{"arm":"main","mode":"heap","run":1,"size":"R30","shape":"raw","turns":100,"heavy":12,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"02-opened-04","heapUsedMB":469.4,"k":4}
	{"arm":"main","mode":"heap","run":1,"size":"R30","shape":"raw","turns":100,"heavy":12,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"02-opened-08","heapUsedMB":709.6,"k":8}
	{"arm":"main","mode":"heap","run":1,"size":"R30","shape":"raw","turns":100,"heavy":12,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"02-opened-12","heapUsedMB":949.9,"k":12}
	{"arm":"main","mode":"heap","run":1,"size":"R30","shape":"raw","turns":100,"heavy":12,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"03-after-switches","heapUsedMB":951.6,"switches":10}
	{"arm":"main","mode":"heap","run":1,"size":"R30","shape":"raw","turns":100,"heavy":12,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"04-on-home","heapUsedMB":947.8,"idb":{"records":12,"totalMB":717.4}}
	{"arm":"main","mode":"heap","run":1,"size":"R30","shape":"raw","turns":100,"heavy":12,"enc":"full","policy":"none","pins":"old","tail":60,"seed":true,"phase":"05-after-unmount","heapUsedMB":841.6}
	{"arm":"cache","mode":"heap","run":1,"size":"R30","shape":"raw","turns":100,"heavy":12,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"01-shell-only","heapUsedMB":192.7}
	{"arm":"cache","mode":"heap","run":1,"size":"R30","shape":"raw","turns":100,"heavy":12,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"fixture","estimateMs":0,"estimateMB":0,"itemsJsonMB":29.68,"items":1200}
	{"arm":"cache","mode":"heap","run":1,"size":"R30","shape":"raw","turns":100,"heavy":12,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"01b-seeded","heapUsedMB":192.9,"idb":{"records":12,"totalMB":361.2}}
	{"arm":"cache","mode":"heap","run":1,"size":"R30","shape":"raw","turns":100,"heavy":12,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"02-opened-01","heapUsedMB":251.5,"k":1}
	{"arm":"cache","mode":"heap","run":1,"size":"R30","shape":"raw","turns":100,"heavy":12,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"02-opened-02","heapUsedMB":287.6,"k":2}
	{"arm":"cache","mode":"heap","run":1,"size":"R30","shape":"raw","turns":100,"heavy":12,"enc":"compact","policy":"none","pins":"new","tail":60,"seed":true,"phase":"02-opened-04","heapUsedMB":349.9,"k":4}
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