AI code reviews often feel like tossing a coin. Heads - you get endless nitpicks about style. Tails - it finds real issues. And even when the signal is good, are we really getting quality and productivity benefits?
The secret isn't the AI, it's how we're deploying it. This talk explores what actually drives value in AI-assisted code reviews: rich contextual integration, scalable specialization, and measurable impact on developer productivity. Learn to transform AI reviews from a compliance checkbox into a strategic advantage for your engineering organization.
This talk has been presented at AI Coding Summit 2026, check out the latest edition of this Tech Conference.













