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**Agent infrastructure** is advancing with **LangSmith Engine** providing CI/CD loops for agents and **SmithDB** enabling low-latency querying for observability. **Cognition's Devin Auto-Triage** offers persistent automation for bug triage with memory and subagent structures. **Anthropic** improves **Claude Code** for