Raindrop Simulations hits public beta, replaying production traces against agent PRs
As of Nov 5, Raindrop's Simulations is in public beta: it rebuilds an agent's tools, data, and external services from production traces, then runs the real prompts, model, and loop in an isolated sandbox so you can see how a change behaves before merge. It runs automatically on pull requests that touch prompts, tools, or model settings (or when you comment @raindrop simulate), posts diffs of responses, tool calls, and paths in GitHub, and also offers a harness playground without opening a PR.