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feat: Mechanized Gödel Machine TCB, Decision Solvers & AST Hot-Swapping - #140

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Steake merged 2 commits into
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feature/non-facade-godel-machine-tcb
Oct 1, 2026
Merged

Steake merged 2 commits into
mainfrom
feature/non-facade-godel-machine-tcb

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@Steake Steake commented Oct 1, 2026

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Summary of Changes

Closes the theoretical and architectural gaps identified in the Gödel Machine self-modification pipeline, replacing heuristic string templates with genuine mechanized decision procedures and true AST-level runtime self-modification.

1. Mechanized Decision Solvers (godelOS/solvers/)

  • QF-LIA Presburger Arithmetic (godelOS/solvers/qf_lia_solver.py): Exact Fourier-Motzkin elimination over polyhedra in $\mathcal{O}(1)$ interval checks. Evaluates deductive entailment ($\Gamma \models C \iff \text{UNSAT}(\Gamma \cup {\neg C})$) without approximations.
  • Stratified Function-Free Datalog (godelOS/solvers/datalog_solver.py): Statically validates variable safety, detects unstratified negation recursion cycles, and computes the minimal Herbrand model using semi-naïve fixpoint evaluation.
  • Discrete Lyapunov Stability (godelOS/solvers/lyapunov_solver.py): Evaluates 1D quadratic energy dissipation ($V(e) = p \cdot e^2$, $\gamma > 0$, $L < 1$) and $n$-D linear state-space stability ($A^T P A - P = -Q$) using Sylvester's criterion on leading principal minors in exact rational arithmetic (fractions.Fraction).

2. AST-Level Self-Modification & Hot-Swapping (godelOS/code_synthesizer.py)

  • AST Safety Analysis (ASTSafetyValidator): Pure-function whitelist; strictly blocks dangerous constructs (imports, globals, reflection, dunders, and builtins such as eval/exec/open).
  • Sandboxed Execution Testing (SandboxedExecutionTester): Executes candidate AST in restricted scopes against input-output test vectors with strict per-vector millisecond timeouts.
  • Atomic Hot-Swapper (AtomicCodeHotSwapper): Dynamically swaps function/method pointers on live running engine objects with automated rollback if runtime validation trials fail.

3. TCB Kernel & Formal Verifier Integration

  • Refactored godelOS/formal_verification.py to evaluate invariants using actual decision procedures rather than narrative text.
  • Refactored godelOS/godel_machine.py so that TrustedProofCheckerKernel.verify_safety_and_utility semantically evaluates Presburger bounds, Lyapunov dissipation, and Datalog Horn clauses.
  • Added verify_and_apply_code_mutation to GodelMachineSelfOptimizer and exposed endpoints in backend/symbolic_service.py and backend/unified_server.py.

4. Configuration & Testing

  • Bound frontend dev server and production preview to port 1337 (0.0.0.0) in svelte-frontend/vite.config.mjs.
  • Added tests/test_mechanized_solvers.py. All 40 automated tests across all 5 test suites pass cleanly.

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Ok

@Steake
Steake merged commit 42ef40a into main Oct 1, 2026
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