AI That Evolves Every Day

Computron combines web browsing, an isolated Linux virtual computer, and background Goals to run a self-improvement workflow.

There are 3 main Goals that run daily.

• It visits new sites to test browser tools, and when it gets stuck, it analyzes its own codebase to find improvements.
• It scans the latest repository to check for PII, token, and sensitive information leaks, and sends a Telegram alert if any are found.
• It finds 1 bug or a small code quality improvement, creates a branch, makes the change, and creates a PR.

All Goals have access to the virtual computer, so they can save results to disk, and based on this, they can also create HTML apps that are read in real time. As an example, a screenshot of an app visualizing the results of the browser tool improvement Goal is introduced.

The author believes this structure can open up various automation workflows for others as well, and explains that you can run it yourself as a Docker image by following the instructions on the package page.