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How do you all actually get from a failed eval to a prompt fix that holds in prod?

Reddit r/AI_Agents · 2026-07-20

A discussion comparing LLM evaluation and observability tools (LangSmith, Weave, Phoenix, Braintrust, Galileo, Opik) for fixing prompt failures and introducing an open-source platform that integrates the full eval-to-fix loop on a single trace.

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#eval-tools

@DeRonin_: How to naturally build your own self-improving agents: a self-improving agent learns from its own mistakes and rewrites…

X AI KOLs Timeline · 2026-06-29 Cached

A practical guide explaining three levels of building self-improving AI agents, from manual loops to automated design, with recommended tools and frameworks.

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