How to Kill the Code Review
Official Schedule Context
- Date/time: 2026-06-30 · 11:40am-12:00pm
- Track/room: AI Architects: Tokenmaxxing · Leadership 2
- Speaker(s): Ankit Jain
- Session type/status: session · confirmed
Official Description
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.
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