Solution architecture for AI-assisted delivery.

I write about durable software and build open-source tools that keep humans and agents aligned.

Hi, I’m Gitesh. I design software systems and document what holds up as AI agents reshape engineering practice—from delivery workflows to the context they need to do reliable work.

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Current work

  • FDFA validated documentation format for agentic projects.
  • Low-cost commerce rewriteMoving a Go platform to Rust toward near-zero running costs.
  • Multi-agent workflowsExploring durable collaboration across software and creative work.

Latest writing

On AI, engineering, and the tools that survive the hype.

Featured

Find Issues, If Any

An AI reviewer found problems in every fix for 250 P0 tickets, and a retrospective concluded none were closed. In the end there was one real defect. The model did what it was asked. The brief was the bug.

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More posts

  • Every Session Is a New Hire
    Oct 8, 2026 — An agent's memory fails in two ways: it rots inside a long session, and it vanishes entirely between them. The fix is not a bigger context window. It's treating every session like onboarding a new teammate — and keeping the onboarding doc in the repo.
  • Six Models, One Bundle
    Sep 23, 2026 — Eleven weeks of building with FDF: how it changed my job, and why Fable 5.1 and Opus 5.5 made written specifications matter more, not less.
  • The Attempt Got Cheap
    Sep 23, 2026 — GPT-6 Sol and Luna lead with cost per task instead of raw scores, and that moves the expensive part of agentic engineering from writing code to checking it.
  • Agents Don't Know How to Stop
    Aug 28, 2026 — OpenAI's Hugging Face postmortem, Claude Code's new restricted mode, and Okta's Agent SSO shipped in the same week, and each is an answer to the same question: what stops an agent that cannot stop itself.

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Open source

Things I maintain and still use myself.

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