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Standard-agnostic compliance checker engine. 8-layer NLP pipeline (TF-IDF, graph analysis, ensemble classification, fuzzy matching) that maps any safety standard to any work product and generates compliance reports. Electron desktop app included.
A portfolio & reference project demonstrating safety-critical development using DO-178C workflow. Includes planning docs, requirements, traceability, MISRA-C code, tests, and certification evidence.
This repository holds work completed by myself and the research group at McSCert to bring to life our idea of modelling safety engineering process to generate assurance cases directly from engineering process
A multi-agent safety engineering framework that subjects systems to adversarial audit. Orchestrates specialized agents (Engineer, Psychologist, Physicist) to find process risks and human factors.
Governed AI abuse detection gateway for prompt-decomposition, policy-bypass, cross-session coordination, and capability-assembly attacks. Detects when low-risk fragments combine into restricted output, preserving evidence for human review.
Control-theoretic threat modeling for software. STPA/STPA-Sec applied to a repo or a design doc — control structure, countable UCA grid, loss scenarios, and a ranked backlog with probes. Offline, no keys, no telemetry.
Toy governance CLI demo: deny-by-default “danger actions” gated by signed, expiring capability leases (global revoke-all + nonce revoke) plus guarded memory quarantine. Simulation-only: no real network/shell/files. Includes tripwire + tests to prevent misuse.
A 29-hour field study of Ash operating Dwarf Fortress through bounded machine interfaces, and what happened when safety governance became backpressure.