Term
Pi Durable kept two autonomous maintainers working for four days, including through an upgrade of Pi itself. With no real demand, they wrote their own issues and merged 693 pull requests.
Coding agents look more capable when every task starts from a clean checkout. New benchmarks show the cost that appears when patches, decisions, and technical debt carry into the next job.
Dockerfiles, pipelines, and Terraform are not just another diff. When AI generates code with access to the production path, review must follow the risk of the file.
Code volume is growing faster than human review capacity. The problem is not using AI, it is pretending review still costs the same.