AWS has published aws-emulator, a Rust tool that runs a local copy of many AWS services, so tests do not need a paid API key. Simon Willison notes that a swarm of agents produced 29,684 commits in the first three weeks, as described in a guest post on Werner Vogels' blog. It needs Docker on macOS and Windows for now, which teams running agent-driven test loops should factor in.