How to Kill the Code Review
Human-written code died in 2025. Code review is dying in 2026. Teams with high AI adoption are merging 98% more pull requests, but PR review time has surged 91%. There is no way we win this fight with manual code reviews, and AI code review tools are just buying us time. This talk makes the case that the traditional code review is a historical approval gate that no longer fits the shape of modern software development. I'll walk through a practical five-layer trust model: from multi-agent competition and deterministic guardrails to spec-driven BDD and adversarial verification — that lets engineering teams ship faster without sacrificing quality or control.
About the AI Architects: Tokenmaxxing Track
AI Architects: Tokenmaxxing sessions at AI Engineer World's Fair 2026 in San Francisco.
When
Wednesday, July 1, 2026
11:40 AM - 12:00 PM·20m
Where
Leadership 2 · Room 3020
Capacity: 550 attendees
Sign in to add this talk to your schedule.
Speaker
Ankit Jain
Aviator
@ankitxg
Ankit Jain is a founder and CEO of Aviator, a developer productivity platform used by modern engineering teams to ship AI-generated code at scale — without the review bottlenecks, broken builds, or brittle deployments. He also leads The Hangar, a community of senior engineers and engineering leaders focused on developer experience, and Xoogler, the ex-Google alumni network.