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#agents-frameworks
2 articles exploring agents-frameworks. Expert insights and analysis from our editorial team.
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Agents & Frameworks
LLM Agent for Iterative Chart Refinement Exposes a Logging Gap in CrewAI and AutoGen
An arxiv paper shows iterative chart agents need per-step rationale schemas that CrewAI and AG2 lack, while the token and storage cost of structured traces remains unmeasured.
Agents & Frameworks
Cloudflare Agents Week Moved Sandbox Execution, Private Networking, and Memory From Framework Code to Network Primitives
Cloudflare shipped four production primitives in April 2026 — Sandboxes GA, Mesh, Dynamic Workers, and Agent Memory — replacing infrastructure CrewAI, LangGraph, and AutoGen.