software-engineering

'Dockerless' verifies AI code patches by reading the repo instead of running it News

A new method called Dockerless judges whether an AI's code patch is correct by having an agent explore the repository for evidence rather than executing tests in a Docker container, enabling a fully environment-free training pipeline for coding agents.