Tag
Technical article discussing the importance of retry logic when agent actions time out, highlighting a common pitfall in agent-based systems.
A practical technique for improving structured output generation from LLMs by feeding validation errors back into retry prompts, allowing the model to self-correct rather than blindly retrying. The method involves describing the error in model-friendly terms and providing the previous output for editing.
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.