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.
sandbox — An isolated environment where AI-generated code or agent actions run without being able to touch anything real.
Why it matters
Lays out what has to be true infrastructurally before non-developers can safely trigger AI agentAn 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.Full definition → work, including the network-sandboxAn isolated environment where AI-generated code or agent actions run without being able to touch anything real.Full definition → and least-privilege reasoning most teams skip.
videoFrom Ingestion to Agents: How AI Teams Build on Document Intelligence — Adit Abraham, Reducto
videoYou’re Not Thinking Big Enough: Rebuilding Food Systems with AI Agents — Cody Menefee, Firecrawl
videoFrom VLM/VLA's to Embodied Agents — Armen Aghajanyan, Perceptron AI
videoSkill issue: stop deploying vision language models, use them with Skills — Merve Noyan, Hugging Face
