A coding agent for low-cost models. Put the emphasis back on useful work: inspect the code, propose the change, run the check, and show the result.
pip install open-interpreterFind the relevant surface before editing.
Keep the modification reviewable.
Use the real environment and tools.
Show the check, not a confident claim.