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Tinker is our internal virtual engineer with containerized shell access and self-improvement capabilities. It's main job will be to build and maintain Pixel.
https://github.com/kndlt/tinker
Over the weekend, I did some refactor on the reasoning loop on Tinker. There was so much technical debt built on top by the Claude Code and I needed to do a holistic review of the codebase and ask Tinker to clean things up. Tip*: One thing that helpe...
Giving AI a Sense of Structure
Today, I mostly worked on Tinker. The more I build it, the more it starts to resemble GitHub Copilot and Claude Code. Tinker runs inside the terminal and can perform tasks autonomously. Unlike Copilot and Claude Code, which require user approval befo...
The goal of this week is to have Tinker agent tinkering with Pixel project. Right now, we have tinker as a python process that uses public models and funnels tool calls into a docker container. It has its own email address and github account. So, in ...
End of day report for Tinker. Today, we added Tools API support which allows for more streamlined tool calling from AI agent. So far, it seems to be much better than the custom tool calling mechanism we implemented yesterday. We’ve also switched our ...
Today marked another leap forward in Project Tinker, our scrappy little virtual engineer in a Docker box. While it might still look humble on the outside, under the hood, Tinker just got several major upgrades that bring it closer to full autonomy. F...
