LangChain opened the public beta for Managed Deep Agents, providing CLI scaffolding, LangSmith-managed infrastructure sandboxes, and integrated Harbor behavioral evaluations.
Key Takeaways
- ✓Agent PaaS model matures: packages scaffolding, isolated sandboxes, and behavioral evals into a unified deployment flow;
- ✓LangSmith expands into the production control plane managing long-horizon agent runtimes and state;
- ✓Harbor evaluation suite embeds into CI/CD pipelines to enforce automated behavioral quality gates before release.