容错工具调用重试
Agent Tool-Call Fault Tolerance: Timeouts, Retries, Fallbacks, Idempotency
A systematic guide to seven tool-call fault tolerance patterns: timeout hierarchy, exponential backoff with jitter, circuit breakers, fallback provider chains, recoverable error classification, structured validation, and idempotency keys -- keeping agents stable in unstable real-world environments.
AutoGPT自主 AgentAgentKit
AutoGPT Alternatives in 2026: From Autonomous Agents to Production-Grade Frameworks
A 2026 comparison of the most worthwhile AutoGPT alternatives — OpenHands, MetaGPT, Agency Swarm, CrewAI, AutoGen, BabyAGI — covering autonomy, controllability, production maturity, cost, and observability, and explaining why 'autonomous agents' are no longer mainstream in 2026, and how alternatives solve AutoGPT's core problems.
AI Agent框架对比LangChain
Best AI Agent Frameworks in 2026: LangGraph vs CrewAI vs OpenAI Agents SDK vs Google ADK Compared
A practical 2026 comparison of the top AI agent frameworks — LangGraph, CrewAI, AutoGen, OpenAI Agents SDK, Google ADK, Microsoft Agent Framework, Mastra, and Claude Agent SDK. Covers architecture philosophy, production maturity, multi-language support, observability, and team fit, with a selection decision tree.