How teams use agents to iterate, review, and ship PRs with proof.
Google reports that over 50% of production code passing review each week is AI-generated. Learn what this threshold means for engineering teams and how to adopt workflows that let AI contribute code that survives review.
The economics of software specification have flipped. When prototypes ship faster than PRDs can be written, teams are discovering that working code is the best documentation.
Learn why centralizing AI tool spend and measuring output instead of cost unlocks productivity gains - insights from Smartsheet's engineering leadership approach.
Engineering leaders already know how to configure AI agents. The same org design principles that work for teams apply to AI modes, orchestrators, and handoff artifacts.
Code correctness benchmarks miss critical agent failure modes. Score agents like employees: proactivity, context management, communication, and testing.
How product managers, ops, and support teams use AI coding agents to query codebases directly - reducing engineering interruptions and cutting the meeting tax.
Why centralized AI documentation fails and how engineering orgs drive adoption through trusted internal influencers and recurring demo forums.
Cloud Agents review code, catch issues, and suggest fixes before you open the diff. You review the results, not the process.
