Guides
Guides and research for engineering teams adapting to AI-native development.
The AI-Ready Infrastructure Playbook
What the 2024 to 2026 research says about the delivery gap that opened up between code generation and everything downstream of it, and what closing it takes.
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.