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eventsDatabricks·August 19, 2026

From Primitives to Production: How Anthropic Builds Agents

Summary

Anthropic defines agents as LLMs in loops with tool access, leaning on model intelligence over rigid workflows, and uses domain-specific skills, MCPs, and evals to build effective agents across sectors. A demo showed a site reliability agent autonomously identifying a database pool issue, fixing the code, and generating a postmortem.

Summary generated by brickster.ai from the video transcript.

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