Unverified50% confidenceOpinionExact time
In "Building effective agents", Anthropic suggests starting with direct API calls, arguing that frameworks add layers, hide prompts and make debugging harder.
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50%
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Long-term
Relevance
10/12/2026
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Related Claims
VerifiedAnthropic published the guide "Building Effective Agents," emphasizing the importance of tool-use constraints and hierarchical planning.80% similarUnverifiedAnthropic专门为Agent场景推出了工具使用（Tool Use）API接口76% similarUnverifiedAnthropic在发布《Building Effective Agents》时建议能用Workflow解决的问题就不要上Agent，因为确定性更强、调试更容易、成本更可控75% similarUnverifiedThe author recommends mastering all Agent development frameworks (LangChain, LangGraph, Deep Agents), while selecting tools at the tooling layer as needed and following the company's direction at the software layer.75% similarUnverifiedBuilding a search abstraction layer in advance and decoupling the specific search implementation from the Agent logic is the fundamental strategy for handling API deprecation.74% similar
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