Joao Rodrigues
Tech, photography and some other stuff.
Photography
View all →Writing
View all →The Agent Swarm: An Operational Copilot on Telegram
A LangGraph multi-agent swarm that catches data-quality issues, answers natural-language questions, and never mutates the database without a human confirming first.
Ingestion & Website Architecture
How Acultura-te aggregates cultural events from Lisbon, enriches them with AI, and serves them through a Next.js app with hybrid semantic search.
Part 5: What's Next – Scaling Up with a DAS
Why a single NVMe SSD is running out of room, and the plan to add a multi-bay DAS for UHD storage and a personal photography cloud.





