Adding llms.txt to Your Astro Blog
Make your Astro blog readable by AI agents. Three endpoints, ~150 lines of TypeScript, zero dependencies. Agents get clean markdown instead of scraping HTML.
Front-end, LLM tooling, and what actually works.
Recent Posts
Testing in the Age of AI Agents
When code changes at the speed of thought, tests become less about verification and more about defining what should remain stable.
Self-Documenting CLI Design for LLMs
Agents start fresh every session. Instead of dumping docs upfront, build tools they can query. One take on agent-friendly tooling.
MCP vs CLI on Chrome DevTools Protocol
CLI exposes all 644 CDP methods. MCP exposes a curated subset. We benchmarked both for browser automation. Here's how they compared.
How My Agent Learned GitLab
Teaching an agent to use CLI tools isn't about writing perfect documentation. It's about creating a feedback loop where the tool teaches, the agent learns, and reflection builds institutional knowledge.
When CLI Tools Are Enough
One year after MCP's launch, Anthropic published a solution to context overhead: filesystem-based tool discovery. The pattern looked familiar.