• 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.

A concrete pattern for long-running agents: one per account, dormant until a trigger, carrying state across a weeks-long cycle, on top of a node graph of tool calls, conditionals, code and map-reduce fan-out.

• videoBuilding GTM AI Agents: Lessons from Deploying to 6,000 Users — Sait Izmit, Snowflake
• videoThe Missing Layer in Agentic AI — Giedrius Šteimantas, Oxylabs
• videoEinstein Arena: Harnessing Collective Agent Intelligence for Open Science — James Zou, Together AI
• videoBuilding Great Agent Skills: The Missing Manual

• videoBuilding GTM AI Agents: Lessons from Deploying to 6,000 Users — Sait Izmit, SnowflakeAI Engineer
• videoDesigning Agents (The Floor Is the Frontier) — Ben Hylak, RaindropAI Engineer
• videoEmulated: The Data for Fully Autonomous Software Engineers and Companies — Joseph WangAI Engineer

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