AI tools for Forward Deployed Engineering — Vasuman Moza, Varick Agents

Frontier models are weak at resolving that two records name the same entity inside a messy enterprise; this describes post-training for that context extraction and layering agents on existing systems instead of migrating them.

• context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.

• videoAgent Memory Is Solved. Agent Learning Isn't. — Karthik Ranganathan, Yugabyte
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• videoYour AI Agent Is Confidently Wrong About Production — Willem Pienaar, Cleric
• videoLifestyles of the AI-Native — Nick Nisi & Zack Proser, WorkOS

• articleVercel's Andrew Qu on why agents are a new kind of softwareRichard MacManus
• articleIntroducing the new Vercel AgentAmelia Charles
• videoEnterprise Agents Have a Structure Problem - Ishita Daga, TeslaAI Engineer

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