// Guides
Research for AI-native teams
Readable editions of our research on AI-era software delivery, infrastructure automation, and what happens downstream of code generation.
The AI-Ready Infrastructure Playbook
AI made code far cheaper to produce, but changing infrastructure still costs what it always did, and that is now what limits how fast software reaches production. What causes the bottleneck, what AI-ready infrastructure looks like, and how leading teams close it.
The Compliance Guide to AI-Written Code
Adoption of AI coding tools is running roughly three times ahead of policy. A practical guide to governing machine-written code at agent output volume.
The CTO's Guide to Post-AI Engineering Economics
Adoption is nearly universal and individual gains are real, yet organizational impact stays rare. Where the AI investment leaks, in budget terms.
The State of AI-Native Software Delivery 2026
A synthesis of the industry's 2024 to 2026 research: how much code AI writes now, what happened to delivery speed, and what separates the leaders.