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Nir Yechiel’s Blog

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Title: Nir Yechiel’s Blog

Publisher:  n.yechiel
Message frequency:  0.12 / day

Message History

Three independent signals recently pointed to the same conclusion: the orchestration layer around AI models matters more than the models themselves.

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Most AI agents forget everything between sessions. A three-stage loop turns corrections into persistent rules and verifies they stuck.

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A practical guide to building an AI-powered knowledge worker workflow using Claude Code and MCP - with a template repo to get you started.

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I built an AI-first system for my PM work. It works great. Now I have a different problem - and it has a name: AI brain fry.

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Returning to product management after 6+ years of engineering leadership. What transferred, what didn't, and what surprised me.

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