IT Admin for the AI Workforce — Sarthak Aggarwal, Decawork

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

• 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.

• videoDashboards Are Dead — Sarah Simionescu, Composio
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• videoWhat Makes Open Models Fast in Production — Sujee Maniyam, Nebius
• videoStop Fine-Tuning to Fix Retrieval Problems — Anant Srivastava

• videoUnlock Agent Autonomy: The Runtime for AI-Native Systems — Tushar Jain, DockerAI Engineer
• videoWe let an AI agent execute Bash and lived to talk about it — Sarah Sanders, PostHogAI Engineer
• videoAgentic Development Security — Ezra Tanzer, SnykAI Engineer

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