Blog

Notes from the field.

Writing about production AI systems, forward deployed engineering, and the craft of full-stack software. Bilingual, occasionally opinionated.

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AI CodingClaude CodePractice

What I’ve Learned Using AI

Practical notes on context, model choice, cost, and working effectively with coding agents.

7 min read

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AI CodingCodexCode Review

My AI Coding Workflow

Claude Opus 5 handles implementation and decisions; GPT-5.6 Sol performs the strict review until the issues are resolved.

6 min read
Claude CodeCLAUDE.mdConfiguration

My CLAUDE.md

A real global CLAUDE.md that I use, with an explanation of why each section exists.

5 min read
FDECareerAI Engineering

What a Forward Deployed Engineer actually does

FDE is the most misunderstood title in AI right now. Here's the job as I've lived it: half systems engineer, half translator, fully accountable for the outcome.

3 min read