Every agent framework claims privacy and local-first. Here's what actually happens when you build a multi-agent system that runs entirely on your own hardware.
Self-Hosted AI Agent Systems: Why Local Inference Matters More Than You Think
Related
I Stopped Chunking My Logs. Then Gemma 4's 128K Context Found What I'd Missed for Weeks
Liquid syntax error: 'raw' tag was never closed
How I designed the SDLC state machine for agentic coding
Eight stages, two human gates, four memory layers. The full state machine for agentic coding, with the alternatives I rejected.
First real shipped feature with this stack — receipts
1h 26m from prompt to merged PR for a real fintech webhook handler. $1.42 in LLM spend across architect + pm + 2 senior-dev + 5 reviewers. The full trail with caveats.