Many teams can demo coding agents. Far fewer can make them safe enough for real engineering use. This session walks through a production-minded blueprint for autonomous software-development agents that can move from issue understanding to implementation, testing, and PR creation using context engineering, harness-based execution, and guardrails.

What would be covered:
• task decomposition and bounded execution
• context packaging for repos, tickets, logs, and design docs
• harness-based validation in Dockerized test environments
• tool permissioning and approval boundaries
• generating reviewable PRs instead of unsafe direct changes