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agents & frameworks

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  1. Council Mode Cuts Multi-Agent LLM Hallucination 35.9% at 4.2x Token Cost on HaluEval
  2. Cloudflare Agents Week Moved Sandbox Execution, Private Networking, and Memory to Network Primitives
  3. Diversity Collapse in Multi-Agent LLM Systems: Structural Coupling, Not Topology, Breaks Open-Ended Ideation
  4. InsForge: The Backend Framework Built for Agentic Applications
  5. AI Agents That Actually Learn: The Architecture Behind Hindsight Memory
  6. Superpowers: The Agentic Framework Replacing Your Dev Process
  7. How AI Agents Remember: Memory Architectures That Work
  8. Function Calling Best Practices: LLMs That Actually Use APIs Correctly
  9. CrewAI vs AutoGen: A Developer's Guide to Multi-Agent AI Frameworks
  10. Are AI-Generated PRs Killing Open Source?
  11. Pydantic AI vs LangChain: A Developer's Guide to the New Generation of Agent Frameworks
  12. How to Build Your First Autonomous Coding Agent with OpenHands SDK