A practical, honest report for CTOs and engineering leaders on what AI can and cannot do for development teams in 2026. Covers AI-assisted workflows, the new developer skill set, vibe coding, team structure shifts, quality tradeoffs, tooling, hiring, and a 90-day adoption roadmap.
What's inside:
The productivity data
Real measurements of how AI tools affect velocity, bug rates, and code review cycles.
Tool adoption patterns
Which AI tools are actually being used in production teams vs which are hype.
Hiring implications
How AI fluency changes what you should test for in technical interviews.
Team structure shifts
How AI is changing the ratio of senior to junior engineers and what that means for staffing.
Free download
Enter your details and we'll send it straight to your inbox.
Building an AI-ready team?
