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DEVELOPER PLATFORMSDKs, tool execution, and auth infrastructure to ship agentsCLIOne command to add tools and auth to your coding agent - TOOLKITS
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Darko Gjorgjievski
2 articles
Why Open-Weight Agents Need Better Tool Layers, Not Just Better Models
A better tool layer can matter more than a bigger model. We ran MiniMax M3 + Composio against Claude Opus 4.8’s native tooling on 31 real SaaS tasks. Here's what we found.
Jul 14, 2026
ComposioAI Agents
Fable 5 vs. GLM-5.2 on real-world agentic tasks
We compared Fable with GLM across 47 benchmark scenarios. Fable was ~2x faster overall, more token-efficient, and needed fewer tool calls.
Jul 8, 2026
ClaudeLLMAI Use Case