This New Way

How Claude Code Powers GTM Engineering & AI Agents with Hai Nghiem

Jan 22, 2026
Hai Nghiem, a GTM and applied AI lead at AGI Ventures Canada who builds agent-based automation and runs the AI Tinkers community. He explains Claude Code as a terminal AI agent used to qualify leads, generate emails and SOWs, manage context with skills and sub-agents, and automate browser tasks. The conversation focuses on GTM engineering, skills as reusable primitives, and practical non-technical automation.
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INSIGHT

Write Most Production Code With Models But Keep Engineering Guardrails

  • AGI Ventures writes 90% of internal applied-AI project code with Claude while preserving engineering practices.
  • They enforce unit tests and observability so Claude generates production-ready code safely.
ADVICE

Automate Inbound Lead Qualification First

  • Start by automating high-volume inbound tasks like lead qualification to avoid missing 30–40% of requests.
  • AGI Ventures routes qualified pings to Discord so an engineer or rep only handles validated opportunities.
ANECDOTE

Running Claude Code With Dangerously Skip Permissions

  • Hai runs Claude Code in terminal with the flag dangerously skip permissions so it executes tasks without pausing for permission.
  • He types a short call note and Claude pulls curated skills to qualify the opportunity autonomously.
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