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TSK: Safe AI Coding Sandbox
Learn how TSK automates coding tasks in isolated Docker containers, allowing AI agents to generate, test, and commit code safely using a pull‑request workflow.
If you’ve used AI coding tools like Cursor, Claude Code, or Aider, you know the drill: constant babysitting to prevent hallucinations, accidental file deletions, or worse - credential leaks. You want the productivity boost, but not the anxiety.
TSK (pronounced “task”) solves this by letting you delegate work to AI agents safely. Queue up tasks, walk away for that 5th coffee or meeting, and come back to completed git branches ready for review. Each task runs in an isolated Docker container on your local machine - agents can code, test, and iterate without touching your main environment or accessing sensitive files.
Think of it as having a team of developers who submit pull requests instead of pushing directly to main. You maintain control while getting the productivity benefits of autonomous AI work.
I’ll demo TSK implementing a new feature live - you’ll see how easy it is to delegate work and review results on your timeline, not the AI’s.
Rust CLI orchestrates AI agents in Docker for Git-integrated code.