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Effective harnesses for long-running agents

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As AI agents become more capable, developers are increasingly asking them to take on complex tasks requiring work that spans hours, or even days. However,… 

Effective context engineering for AI agents

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After a few years of prompt engineering being the focus of attention in applied AI, a new term has come to prominence: context engineering. Building… 

A postmortem of three recent issues

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Between August and early September, three infrastructure issues caused intermittent drops in Claude’s response quality. We have now fixed these problems and would like to… 

How we built our multi-agent research system

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Claude now has Research capabilities that allow it to search across the web, Google Workspace, and any integrations to accomplish complex tasks.The journey of this…