From prompt to token — how an LLM agent works under the hood
What you can learn by building your own LLM agent from scratch in Go
Read more →Notes
Notes on DevOps, cloud, and automation
BM25-powered MCP for team documentation
A lightweight MCP server in Go that indexes Markdown documentation with BM25 and exposes it to LLMs
Read more →Agentic DevOps — From Local IDE to Autonomous Agents
MCP Gateway architecture with a three-layer security model for autonomous DevOps agents.
Read more →LLMs in DevOps - a quick take
A brief overview of the evolution of personal LLM tooling in DevOps
Read more →