Debugging AI Agents with LangSmith Tracing, Evals & Deployment

LangSmith helps debug and ship reliable AI agents with tracing, online and offline evaluations, and production monitoring ...

Claude Code Update Adds /btw Feature : Side Thread, Lowers Token Spend

Claude Code gets /btw side-thread multitasking with a dynamic panel, keeping one session’s context intact for debugging and scraping ...
GitHub

Write ladder logic in Python. Simulate it. Test it. Deploy it.

Status: Core engine, Click PLC dialect, CircuitPython dialect, and VS Code debugger are implemented and tested (~26k lines, 1,600+ tests). Not yet on PyPI. API may still change. AutomationDirect CLICK ...
Psychology Today

Debugging Overconfidence: Is AI Too Sure of Itself?

AI doesn’t just simulate human thinking and language—it mimics our cognitive biases too. Overconfidence is one of the most ...