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             ░░░░░░░░░░░░░ S K U N K   W O R K S // D E F E N S E   G R A D E ░░░░░░░░░░░░░

HEURISTICO LAB is an applied systems laboratory researching deterministic execution, zero-trust context firewalls, and air-gapped cognitive infrastructure for regulated environments.

We engineer runtime layers that intercept, verify, and mathematically bound context consumption before inference reaches frontier reasoning models.

High-throughput AST pruning gateway engineered to eliminate token hemorrhaging across frontier models (Claude Fable 5.1, GPT-6 Astra, Opus 5). Certified 72.4% reduction in context overhead through AST contract stubs and topological pruning.

Deterministic finite-state machine (FSM) runtimes and local vector topologies designed for air-gapped execution under strict regulatory constraints (PCI-DSS v4.0, SOC 2 Type II, CNBV).

Mathematical enforcement of code invariants, local boundary scrubbers, and zero-telemetry defense perimeters for sovereign engineering squads.

To verify local node attestation and run diagnostic telemetry:

curl -fsSL https://ctxfw.heuristicolab.com/install.sh | bash