Positioning¶
These guides explain the public-facing story behind Code Scalpel: why AI-assisted development needs deterministic tooling, and why governed environments such as Aegis OS increase the value of structured code operations.
Pages¶
-
AI Needs Determinism
Why raw AI coding workflows are powerful, but incomplete for accountable software delivery.
-
Code Scalpel + Aegis OS
How governed runtime control and deterministic code intelligence fit together.
-
Architecture
The flagship architecture view of models, deterministic code operations, and governed runtime control.
-
Technical Foundations
A concise technical explanation of ASTs, IR, graph analysis, and symbolic workflows.