Autonomous at Scale: Running Unsupervised AI Coding Agents in Production

AI coding agents like Claude Code excel at individual productivity, but scaling them to production requires solving a critical challenge: running autonomous agents safely without constant human oversight. Unitary's open-source Osmia orchestration layer demonstrates how Kubernetes primitives (pods, Jobs, Secrets, NetworkPolicies) can be repurposed to create enterprise-grade agent platforms with automated security controls and isolation. This approach bridges the gap between developer tools and production infrastructure, enabling teams to automate coding tasks at organizational scale while maintaining operational maturity.