Deep dives into working agents.

Technical walkthroughs with substance: architectures, prompting patterns, evals, and production lessons unpacked until complex agent systems become reusable design material.

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No Vibes Allowed — Solving Hard Problems in Complex Codebases

Dex Horthy — creator of "12 Factor Agents" and the term "context engineering" — presents a battle-tested framework for making AI coding tools work in brownfield codebases. After 8 weeks of experimentation, his three-phase approach delivers results.

deep-dives

Editorial

Published2025-12-02

Make Claude Code Give You Answers, Not Essays

Matt Pocock shares a one-line claude.md instruction that transforms Claude Code's verbose essay-like output into terse, scannable bullet points — with a real before/after debugging comparison showing the dramatic difference.

deep-dives

Matt Pocock

Published2025-10-08