Lopopolo says code is a liability. Zechner got a standing ovation for "read every fucking line." I was firmly at L — letting coding agents drive a refactoring for weeks, rubber-stamping PRs, trusting the vibes. Then I actually read what they'd built and couldn't explain my own system's contracts. The interfaces weren't wrong. They were plausible. Which is worse. So I took the wheel back. But this isn't a Zechner victory lap — I'm now building better specs and evals specifically so I can move back toward L with confidence. This talk is the honest, in-progress round trip, and a framework for finding where you should sit on the spectrum today.
AI Architects: Tokenmaxxing sessions at AI Engineer World's Fair 2026 in San Francisco.
Wednesday, July 1, 2026
2:25 PM - 2:45 PM·20m
Leadership 2 · Room 3020
Capacity: 550 attendees
Sign in to add this talk to your schedule.

Keiji Kanazawa
Microsoft
@gojira
Keiji Kanazawa (@gojira) is a Product Manager in Microsoft Foundry, working on AI inference for Anthropic and OpenAI models. He has a Ph.D. in AI and a career spanning research → engineering → product. Angel investor in YC and AI/ML companies.