Archestra uses a coding agent with read-only access to Slack and Kubernetes to automatically fix bugs reported via emoji. The agent provisions a VM with development tools, investigates issues, creates pull requests with automated review feedback, and posts video demos back to Slack, reducing the time from bug report to merged fix from days to minutes.
kdy1, creator of SWC compiler, describes how AI agents have transformed his development workflow by handling most implementation work while humans remain decision-makers. Using Labor0 and AI tools like GPT 6 Astra, he converted a single prompt into 46 bug reports and 45 pull requests across multiple projects, demonstrating that humans are the bottleneck in modern AI-native development.