Choosing Production-Grade AI Agent Frameworks

UsedMorning9886 · reddit · 2026-07-18

A discussion on production-grade AI agent framework selection, focusing on real deployment needs rather than hype.

The poster needs an agent that queries web pages, deduplicates, sorts, and outputs answers with citations, emphasizing reliability, observability, async tool orchestration, Docker/K8s/GCP deployment, and community activity. Options mentioned: LangGraph, Pydantic-AI, first-party SDKs like OpenAI Agents SDK, Claude Agent SDK, Google ADK, plus CrewAI, Mastra/Vercel AI SDK, LangChain's DeepAgents, Strands Agents, Agno, etc.

The core question: beyond demos, which framework is suitable for long-term production?

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