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Replaysafe is an open-source npm library that ensures idempotent retries by fingerprinting operations, preventing duplicate side effects in AI agent workflows. It integrates with popular frameworks like LangGraph and CrewAI.
Google announces Genkit middleware, composable hooks that intercept AI generation calls enabling retries, fallbacks, tool approval, and skills for building reliable agentic applications.