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feat: Mechanized Gödel Machine TCB, Decision Solvers & AST Hot-Swapping - #140
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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/)godelOS/solvers/qf_lia_solver.py): Exact Fourier-Motzkin elimination over polyhedra ingodelOS/solvers/datalog_solver.py): Statically validates variable safety, detects unstratified negation recursion cycles, and computes the minimal Herbrand model using semi-naïve fixpoint evaluation.godelOS/solvers/lyapunov_solver.py): Evaluates 1D quadratic energy dissipation (fractions.Fraction).2. AST-Level Self-Modification & Hot-Swapping (
godelOS/code_synthesizer.py)ASTSafetyValidator): Pure-function whitelist; strictly blocks dangerous constructs (imports, globals, reflection, dunders, and builtins such aseval/exec/open).SandboxedExecutionTester): Executes candidate AST in restricted scopes against input-output test vectors with strict per-vector millisecond timeouts.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
godelOS/formal_verification.pyto evaluate invariants using actual decision procedures rather than narrative text.godelOS/godel_machine.pyso thatTrustedProofCheckerKernel.verify_safety_and_utilitysemantically evaluates Presburger bounds, Lyapunov dissipation, and Datalog Horn clauses.verify_and_apply_code_mutationtoGodelMachineSelfOptimizerand exposed endpoints inbackend/symbolic_service.pyandbackend/unified_server.py.4. Configuration & Testing
1337(0.0.0.0) insvelte-frontend/vite.config.mjs.tests/test_mechanized_solvers.py. All 40 automated tests across all 5 test suites pass cleanly.