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AI Engineer December 8, 2025

Don't Build Agents, Build Skills Instead – Barry Zhang & Mahesh Murag, Anthropic

Summary

The transcript discusses the evolution of AI agents, highlighting the shift from building generic agents to creating specialized "skills" that provide domain-specific expertise and procedural knowledge. The speakers introduce their concept of agent skills as a way to address current limitations in AI agents, emphasizing that code serves as a universal interface for digital interactions and that domain expertise is crucial for effective agent performance. The key takeaway is that while AI agents are powerful, they require structured, contextual knowledge and guided expertise to truly excel in complex, real-world tasks.

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