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Upcoming: October 29 | 10am PT

Sustaining engineering health through your AI transformation

Software factories write a growing share of the code your team ships, and the work left for your engineers is reading, verifying and correcting it. That review load lands on the few senior engineers with enough context to catch what's wrong, and the path that turns junior engineers into senior ones gets harder to walk.

In LinearB's benchmark data, drawn from more than 8.1 million pull requests, AI-generated pull requests merge at 33% while human-written ones merge at 85%. That gap lands on the people doing the review.

Join us on Thursday, October 29 10am PT with Marek Poliks, co-author of The Superdark Factory, and Cate Huston, author of The Engineering Leader (O’Reilly), and take away playbooks for measuring review load and team health in your own engineering data. You'll learn:

Where the software factory is headed, and what it asks of the engineers who design and govern it
Why review load concentrates on your senior engineers, and what that does to how junior engineers grow
Which signals show an overloaded team early, from reviewer imbalance to PR readiness and parallel work
How the engineering health dashboard in LinearB surfaces those signals so you can rebalance the load

Speakers

Photo of Marek Poliks, Head of AI at LaunchDarkly, co-author of "The Superdark Factory"

Marek Poliks

Head of AI at LaunchDarkly, co-author of "The Superdark Factory"
Photo of Cate Huston, Author of O'Reilly's "The Engineering Leader"

Cate Huston

Author of O'Reilly's "The Engineering Leader"
Photo of Andrew Zigler, GTM Engineer, LinearB

Andrew Zigler

GTM Engineer, LinearB