• 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.

Shows hardware treated as just another tool call: a robot trained on a fixed task list becomes addressable in plain language, and the deployment doubles as a collection rig for the next round of training data.

• videoThe Signal Layer: What to Build When Anything Can Be Built — Lena Hall, Akamai
• videoGuardians of the State: An Air-Gapped AI Fortress for Consumer Data — Rachna Srivastava, DFPI
• videoFrom Tokenmaxxing to Trusted Throughput — Mingsheng Hong, Ironclad
• videoAgents Are Where Microservices Were in 2015 — Roberto Milev & Uday Kanagala, Navan

• videoUnlock Agent Autonomy: The Runtime for AI-Native Systems — Tushar Jain, DockerAI Engineer
• videoFrom AI-Assisted to AI-Native: Building a Frontier Development Team — Clare Liguori, AWSAI Engineer
• videoRealtime multiplayer, automation, and you! — Idan Gazit, GitHubAI Engineer

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