Blog
Technical deep-dives from building BuildOS: agentic development, AI agent architecture, code retrieval, and self-hosted infrastructure.
How I Built a Self-Hosted AI Operations Dashboard on a $16 VPS
A practical blueprint for turning a small Hetzner box into a reliable operations dashboard with health checks, auth, history, and alerting — the exact stack I would ship again.
From Git Commit to LinkedIn Post: A Repeatable Content Workflow for Engineers
A simple system for turning shipped work into SEO-friendly blog posts, LinkedIn-ready summaries, and portfolio updates without sounding generic.
Why BuildOS Uses Agent Loops Instead of One-Off Prompts
The engineering case for persistent agent execution: planning, verification, recovery, and human approval gates inside a real product workflow.
Building BuildOS: Reimagining the AI Agent Execution Loop
How we implemented event-driven microservice orchestration and Paramiko SSH streaming to execute code safely across private fleets.
Why AST-Parsing Trumps Raw Vector Embeddings for Code RAG
An in-depth look at using Tree-sitter AST queries to build deterministic model context maps rather than relying purely on semantic vector chunking.
Zero-Downtime Docker Compose Migrations via Secure Relays
Solving remote volume migration issues without direct host-to-host SSH trust configurations.