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For operators building with AI agents. One agent-ready system per week. Context engineering, MCP setup, and agent prompts so you and your team ship real work.

Newsletter · By Ayush Poddar · Official site

Indexed issues, last 90 days
2
Latest publication
Sep 28, 2026
Audience
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Earliest in this view
Jul 17, 2026

Latest issues

  1. Issue · Sep 28, 2026

    Which of your tasks actually need an AI agent (opens the original)

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    This is the doc I fill in before deciding tasks for my agent gets.Copy it, run the audit prompts on your own chat history.[Link to Doc →]<source typ

  2. Issue · Jul 17, 2026

    How to build an MCP stack for real work (opens the original)

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    TL;DR: Build around one recurring job and connect only the capabilities it needs at each stage.I was about to connect GitHub to a coding agent when I stopped and ran a smaller test first.A useful MCP stack connects the full job, from research through action, without giving every tool unlimited access.The task was simple. Find a broken function in a local repository, prepare the smallest fix, run the tests, and hand the change back for review.The agent needed four files. It changed one line and g

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