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Working from home
Samarth Bhamare
Samarth0211
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Working from home
AI Engineer | Agentic systems, applied LLMs & cloud | Building products from architecture to production | Open to Australia & Europe
Three free Claude workflows: verify code, edit with a voice brief, and stress-test decisions
Three practical Claude prompt workflows
Original templates from CLSkills Hub for coding, editing and decisions. Replace the brackets with your task. These are examples of more specific briefs, not measured model transcripts or guaranteed improvements. Use your existing Claude access.
Make a coding task checkable
A change is described as done, but you cannot tell what was checked.
A verification brief that makes AI coding output checkable
A verification brief that makes AI coding output checkable
Anyone who has used an LLM for code has seen this. You ask for a fix. You get a clean diff, a confident paragraph, and a closing line like "all tests pass." You run the tests. Two of them do not exist.
The model did not lie in any deliberate sense. The instruction was "fix this bug and make sure it works," and "make sure it works" is not an instruction. It is a wish. The model produced the sentence that a completed task would end with, because that is what completed tasks in its training data end with.
The fix I have settled on is not a smarter model or a longer system prompt. It is a short brief that changes what counts as done. I use it on real tasks with Claude (Opus 4.6 and Sonnet 4.5), in both agentic and plain chat settings. Here it is in full.
From Vercel Pro to a /mo VPS: 7-day Next.js migration report
I moved my Next.js site from Vercel ($20/mo Pro) to a $10/mo Hostinger VPS. 7-day report.
A solo founder's writeup of leaving managed hosting for a self-managed VPS, with the actual technical steps, the bugs that showed up, and the cost / performance numbers seven days in.
Claude Skills Report 2026 β I blind A/B tested 40 Claude prompt codes, only 7 actually shift reasoning. Full methodology + results.
I blind A/B tested 40 Claude prompt codes. Only 7 actually shift reasoning.
A research note on which Claude "secret prompts" (L99, /skeptic, GODMODE, ULTRATHINK, and 36 others) change what Claude thinks versus what it sounds like.
Author: Samarth Bhamare. March-April 2026. Single-rater, self-funded. 15,000-word companion report as PDF link at the bottom. Raw results by code are in the appendix.