Code as Data: Governing and Evolving Large-Scale Codebases in the Era of AI
Get the reportYou have never seen your software. No one has.
Not the engineer who architected it, not the team that owns the service today, and not the agent you just asked to make changes.”
Model the codebase once, with compiler accuracy, so every human and every agent works from the same reference.
Written for engineering leaders, architects, and senior engineers responsible for large software estates.
What’s inside
- Every representation of your code, from the IDE to the dependency inventory, leaves the same questions unanswered.
- How the Lossless Semantic Tree turns thousands of repositories into one queryable body of code.
- A real Spring Security CVE where pattern matching catches one shape of the bug and taint analysis catches all four.
- Why a tested recipe beats asking an agent to improvise the same fix a thousand times.