Blog

Notes from Production

Technical deep-dives. No fluff, no hot takes.

Some posts are in Spanish, some in English. All worth it.

Sep 21, 2026 · 5 min read

Your Product Is Still Software. That's the Problem.

Two products, ten years apart, two unrelated problems. The same missing layer fixed both. Products that don't learn from their users are a dying species.

EN AI Product

Aug 3, 2026 · 5 min read

I Taught My 10-Year-Old Product to Dream

Every night at 2:30am my appointment system consolidates what it learned, then forgets on schedule. The four steps to give any product a memory.

EN AI Memory

Mar 12, 2026 · 5 min read

Your AI Coding Agent Has Amnesia. Here's the Fix.

Every new session with Claude Code, Cursor, or Windsurf starts from zero. Agent OS fixes this by capturing your team's conventions as injectable context.

EN AI Claude Code

Feb 17, 2026 · 5 min read

How I Built a Copilot AI at VTEX: RAG & Multi-Agent

Building an AI copilot for enterprise e-commerce: from a chatbot that couldn't handle B2B complexity to a custom RAG system with multi-agent orchestration.

EN AI RAG