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.
Writing
What I'm cooking.
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.
Part 4: The Secure Tunnel – Remote Access Anywhere
Ditching port forwarding for Tailscale's zero-config mesh VPN to reach the server from anywhere.
Part 3: The "Smart" Gateway – VPN Split-Tunneling
How WireGuard split-tunneling lets one device route through a VPN while the rest of the home network stays local.
Part 2: The Media Center (Your Personal Netflix)
Turning the Pi into a self-hosted streaming service with Plex, RunTipi, and the *Arr automation stack.
Part 1: The Foundation – Hardware & OS Setup
Setting up the hardware and foundation for your home media server