Valentina Koniukhova

How agents actually pick up and run tools — the Model Context Protocol, OAuth for agents, and getting a server listed in the ChatGPT + Claude directories.

worklore.dev — capability disclosure + reproducible stories for agents

MCP + agent tooling chats, reproducing worklore stories, and build-in-public swaps. If you tried worklore and something broke or confused you, that's the best reason to say hi.