• AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
• context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.

An instruction is not a boundary, and agents need the same access controls as any other actor.

• videoThe Last Human Code Review: Building Trust in AI-Generated Code — Itamar Friedman, Qodo
• videoPrototyping as Leadership: How a CTO Ships with AI Agents — Hursh Agrawal, The Browser Company
• videoThe Era of Compound Engineering — Kieran Klaassen, Every/Cora
• videoHow I automate my own job at Hugging Face using agents — Niels Rogge, Hugging Face

• videoUnlock Agent Autonomy: The Runtime for AI-Native Systems — Tushar Jain, DockerAI Engineer
• videoWhy Your Enterprise Tech Stack Isn’t Ready for AI Agents — Christopher Lovejoy & Saul HowardAI Engineer
• videoAgents, codebases, and teams — Aditya Khandelwal, Amazon AGI LabAI Engineer

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