Built from dozens of real engineering engagements. 60 practices, 4 perspectives, 5 levels - the opinionated map of how organizations actually go from first Copilot license to self-driving codebase.
Every engineering team asks the same questions. What do we standardize first? When does agent infrastructure pay off? How do we know our delivery process is ready?
We built this matrix from real engagements - dozens of teams, startups to regulated enterprises. Not theory. Patterns that actually worked.
Find where you are. See exactly what the next level looks like. Close the gap.
60 practices across 4 perspectives and 5 maturity levels. Every one backed by real patterns from real teams.
Each level spells out exactly what the next stage looks like - what to invest in, what to expect, what to skip.
Context Engineering is the new DevOps.
Most companies are at Level 1-2 and think AI doesn't work. AI works great - at Level 4.
Start with context and infrastructure, not the model.
Live feed of AI engineering signals. Articles, tools, and patterns tracked daily across all four matrix perspectives.
Open AI Radar