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team 4 readings

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Articles and guides about team by Florian Bruniaux.

From tokens to product value, after the Insitoo live

Article

With Thomas Pierrain and Vanessa Gossent, I revisit AI costs, hiring, parallel agents and the work we have to redo after delivery.

· 29 min read

Context engineering and code review with Bruno Soulez

Article

My conversation with Bruno Soulez on context engineering, agent harnesses and code review: what I delegate and what I still check.

· 32 min read

5/6 · The AI instruction system is a product, not a config file

Article

Personal CLAUDE.md to team AI instruction system for six engineers. How Méthode Aristote separates sources, shares modules, and catches behavioral drift in CI.

· 20 min read

Non-technical to production in 10 days with Cursor AI

Article

A non-developer modified 80 files in production in 10 days with Cursor AI. Exact timeline, AI config setup, and what it means for engineering teams in 2026.

· 22 min read