Week 27 Journal

1. Amazing tool datamodel-code-generator to convert OpenAPI spec into Pydantic Models. I am using this in the Zyou SDK.

2. Working heavily on Validator API <> SDK <> MCP.

3. Took one day off due to headache, but also did some work after feeling well. It maybe happened because late night films and shows watching.

4. Played Badminton with Team.

5. New open specification introduced for AI Agents, currently in early stages but looks promising:

   1. Open Knowledge Format (OKF):

   1. `index.md` will get generated by a script not by the LLM.
   2. A MCP server with tools to query the OKF Bundle.
   3. Maintain a JSON schema to help the MCP server/tools.
   4. Concept links validator to validate whether the written links exists or not.
   5. Also create MCP tools for `index.md` and `log.md`.
   6. MCP tool for accessing `# Citations` from given file path.
   7. An UI for the OKF Bundle for better readability for Humans. **/w Astro**

   2. Agentic Resource Discovery (ARD): It defines how agents and tools are cataloged, indexed, and searched across federated registries, so an agent can find capabilities at runtime instead of needing them preinstalled. It is a shared standard that any company can implement independently, and that any agent can participate in.

6. Installed OSS Handy app for Speech-to-Text work.

7. I registered okf, arv-anshul, and anshulrv package name on pypi.org. arv and anshul are already registered.