Reveal hidden semantic, mathematical, dataflow, resource-flow, and operational structure in code. Produces optimization candidates with explicit invariants, risks, validation methods, and handoffs. Use when analyzing a function, hot path, AI inference pipeline, compiler/runtime bottleneck, DevSecOps
Reveal hidden semantic, mathematical, dataflow, resource-flow, and operational structure in code. Produces optimization candidates with explicit invariants, risks, validation methods, and handoffs. Use when analyzing a function, hot path, AI inference pipeline, compiler/runtime bottleneck, DevSecOps pipeline, LLM gateway, distributed system, or complex business logic for missed optimization opport
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