TAG
#Claude
2026-10 3 posts
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How Managed Agents Takes an Agent Apart: Brain, Hands, and Session
The design reasoning behind Anthropic splitting an agent into a session, a harness, and a sandbox, and what happens when you run all four parts of the official workshop repository: custom tools, multi-agent, memory, and file output
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Model Providers Are Taking Over the Agent Runtime: Managed Agents and the OpenAI Agents API
What Anthropic Managed Agents and the OpenAI Agents API add to each provider's lineup, how the two runtime APIs converged on the same abstractions, a run of the same task on both, and a comparison with local harnesses and cloud coding products
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Using Claude Subscription Credits for the API
Which API paths the monthly credit covers on Max and Team plans, how to link an organization and manage keys, calls through the Python SDK, ant CLI, and Batch API, and how deduction and spend caps work
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