Deterministic Code Change Authorization System

Replaces opinion-based code review with execution-backed authorization.

Built for CI/CD environments where unsafe merges carry real risk.

Every code change is either proven correct, proven incorrect, or explicitly unverifiable.

Patent Filed (USPTO non-provisional) IEEE Access Submission Working Prototype 36 Controlled Scenarios

No code change is trusted unless its behavior is reproducibly verified.

  • ALLOWbehavior verified
  • BLOCKdivergence detected
  • UNVERIFIABLEproof unavailable

End-to-end execution showing ALLOW, BLOCK, and UNVERIFIABLE decisions.

System in One Page

Authorize code changes using execution proof, not confidence.

Core Rule

No change is trusted unless its behavior is reproducibly verified.

5-Step System Flow

1
Capture reference behavior
2
Replay modified code
3
Normalize outputs
4
Compare behavior
5
Generate decision

System Guarantees

  • Same input + same environment → same decision
  • No execution → no approval
  • No forced decisions under uncertainty
  • Every decision is reproducible and auditable

Where It Fits

PRTestsAuthorization GateMerge

Product Strategy Lens

Positioning for high-assurance enterprise scaling.

Target Customer

Regulated engineering teams, high-assurance networks, and security-critical backend systems.

Buyer

VP Engineering, CISO, or Platform Leaders seeking rigid compliance architectures.

Core Value

Execution-backed authorization and mathematically auditable deployment boundaries.

Adoption Path

Phased rollout: Shadow mode logging → Soft UI enforcement → Hard authorization gate.

System Architecture

Core topographical constraints and transactional workflows.

System Model

System Model

Boundary interception diagram outlining execution isolation.

Execution Workflow

Execution Workflow

Execution isolation phase map from PR to authorization.

Audit Trail

Audit Trail

Immutable transaction log format preserving reproducible evidence.

Boundary Comparison

Boundary Comparison

Heuristic vs Deterministic authorization path flow.

Controlled Evaluation / Decision Boundary Validation

Goal was not approval rate. Goal was decision integrity.

n = 36 Validation Matrix
ALLOW12

Safe changesValid deterministic patches verified against identical baseline execution without side-effect disruption.

BLOCK12

Behavioral divergencePatches exposing unintended state mutations, logic regressions, or diverging network payloads.

UNVERIFIABLE12

Non-deterministic scenariosHigh entropy paths, race conditions, or uncaptured state modifications preventing execution equivalence.

The system surfaces uncertainty instead of masking it.

Where This Intentionally Stops

  • Non-deterministic execution→ UNVERIFIABLE
  • Time-dependent logic→ requires controlled inputs
  • Distributed systems with uncontrolled state→ weak fit
  • UI / subjective rendering→ not supported

Implementation Complexity

Defining a comparison surface

Structuring the deterministic comparison boundary without hiding real logic differences.

Avoiding over-normalization

Massaging state variables intelligently without masking destructive behavioral changes.

Capturing complete execution state

Reliably serializing context, network footprints, and memory footprints cleanly.

Handling non-determinism

Recognizing unresolvable entropy without forcing automated decisions.

This system turns code authorization from opinion into proof.

Patent filedResearch submittedPrototype working end-to-end