Mcp

A few months ago, I wrote about vibe coding and the challenge of shipping quickly-created prototypes. I ended that post suggesting we could “teach” coding agents about our platform primitives through instruction files and MCP servers. At my day job (League), we’ve been putting this idea into practice, and the results have been very encouraging.

I will likely run out of topics to cover in the “LLMs as Agents” series, eventually. I wanted to explore creating a chat UI and what I could do with embeddings but I didn’t do that. For more context , checkout the previous posts: Minimalist Approach, Taking Action, Planning via Prompting, Tools & Benchmarking, and WebAgent Gets a Refactor. Take a look at the repository to see the code.