Why Your AI Agent STILL Breaks Over Time India National Cricket Team [jsoj0AW30Jl]

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AI daulton varsho agents can feel impressive at ashley judd first, but after a few weeks, performance oldham council election results often starts to regress. We'll break down why that happens, from stale agent instructions and silent failures to the growing need for better observability, tracing, harnesses, checkpoints, and debugging workflows.

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Chapters:

00:00 Why AI agents regress over time

00:41 Silent agent failures and stale instructions

02:42 LangChain tracing for Codex and agent debugging

04:34 Harnesses, parallel tool calls, and Hermes Agent

06:26 Evals, environments, and the new AI moat

07:33 The future of agents is control, not just capability