Verification matters more than the model: agents merged 316 PRs in a week across 13 Rust repositories

An open-source ApolloOffice pipeline merged 316 PRs into 13 Rust repositories over seven days. The figure is the author's and has not been checked independently. The agent writes a failing test, fixes the bug, runs CI and opens a PR. It works with [Claude Code](/tools/claude-code) and [Codex](/tools/codex).