autodev

Autodev automates continuous code improvement by running iterative code experiments that modify, validate, and selectively keep or discard changes while your team is idle. You simply provide a project metric and baseline to drive autonomous exploration.

To run autonomous code experiments, you need to establish a project metric, such as a test suite or benchmarks, and set up a baseline. This baseline setup is required to measure and validate reproducible improvements during automated iterations.

You define the scope and success criteria for autonomous software experimentation by configuring project boundaries, metrics, and budgets. These constraints guide the automated process to selectively keep or discard code changes based on measured performance or correctness gains.

Autonomous code experimentation works for stabilizing an existing codebase by continuously testing small changes and measuring gains in performance or correctness. It iteratively modifies and validates the code to selectively keep improvements within your configured scope.

Code changes that do not improve the baseline metrics are automatically discarded. The system selectively keeps validated changes that demonstrate measurable gains in performance or correctness, ensuring the codebase maintains its baseline stability.

Yes, you can set a budget to limit automated code modifications. Configurable budgets are supported alongside scope and metrics to constrain autonomous experimentation, ensuring the iterative process operates within your defined resource limits.