GTM Engineering: The Technical Bits — Everett Berry, Clay

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.

• 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.

• videoBeyond RAG: A Relational Context Engine That Cuts Token Burn — Unblocked
• videoZero Cold Starts: Serverless AI Agents on Akamai Functions — Thorsten Hans
• videoFrom Your Laptop to the Pipeline: Scaling Custom Agents with GitHub Copilot
• videoThe Lethal Trifecta Is Already on Your Laptops — Michael Patterson, Coder

• videoThe Building Blocks of GTM Orchestration — Arman Vaziri, RampAI Engineer
• videoHow AI Agents Let GTM Teams Scale — Justin Joyce, CloudflareAI Engineer
• videoAI in GTM at Notion — Flora LiuAI Engineer

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