How to Kill the Code Review
Ankit Jain
- When
- Wednesday, July 111:40 AM – 12:00 PM · 20 min
- Where
- Leadership 2San Francisco, CA · imported from ai.engineer's public schedule feed
About this session
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.
Speaker
Founder & CEO, Aviator
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.
More in AI Architects: Tokenmaxxing
- The Z/L Continuum: Should AI Engineers Still Read Code?Wednesday, July 1 · 10:45 AM – 11:05 AM · Leadership 2
- Is Orchestration the Future?Wednesday, July 1 · 11:10 AM – 11:30 AM · Leadership 2
- The Death of the Code ReviewWednesday, July 1 · 12:05 PM – 12:25 PM · Leadership 2
- Tokenmaxxing is the New "Lines of Code"Wednesday, July 1 · 1:30 PM – 1:50 PM · Leadership 2
- Engineering Agency out of the Happy PathWednesday, July 1 · 1:55 PM – 2:15 PM · Leadership 2
For developers: this programme is open data — JSON, iCal, schedule XML and an MCP endpoint.Show endpointsHide
- JSONEvery published session and speaker, in one request./aie-worldsfair-2026-import/feed.json
- iCalSubscribe in Google, Apple or Outlook Calendar./aie-worldsfair-2026-import/feed.ics
- Schedule XMLfrab / pentabarf — the format conference apps import./aie-worldsfair-2026-import/feed.xml
- MCP + RESTPoint Claude at the programme. OpenAPI 3.1 included./agents
No key, no signup, CORS open. Everything here is generated from the same data the organisers edit.