Policy-as-code for MCP agents: deny risky tool calls before they run, prove what ran with verifiable evidence, and enforce egress in the kernel (eBPF/LSM, Linux). Deterministic, offline-first, bounded claims.

Trusted autonomy T&E runtime that links mission needs, hazards, scenarios, telemetry, evidence, verification reports, and hash-chained ledgers so AI/autonomous decisions can be reviewed instead of merely trusted.

🚀 Agentic Agile V Scaffold - Production-ready template for verifiable AI-augmented engineering. Structured briefs, evidence bundles, CI gates, and automated traceability. Build trustworthy software/hardware with AI agents following the Agile V™ framework.

Source-available, measurement-first pulsed-energy testbed for tri-sector storage/discharge control, derated storage, phase authority, sensor-truth checks, energy accounting, kill criteria, evidence bundles, and human-reviewed scale-up gates.

Architecture-complete green-hydrogen validation repo: safety-gated bench testing, gas verification, carbon/source accounting, BOMs, assembly walkthroughs, Gankyil-A A/B tests, and evidence receipts.

Source-available research framework for measurable causal learning, reality-corrected cognition, and durable memory revision in AI systems. Human authority first. No AGI claims.

AI proposes. Humans decide. Source-available AI engineering OS/control plane for governed code change: policy gates, model routing, PR/CI evidence binding, replayable evidence bundles, chained receipts, multi-repo traceability, and human review.

Regulatory evidence and audit toolkit that builds verifiable bundles with decision lineage, checksums, and checklist gating.

Mechanistic interpretability that ships: MAIR-backed evidence bundles, receipts, and comparison packets.

MIRROR public evidence-bundle reference release

Evidence-first simulation lab for small-scale quantum scalar dark matter studies: run, compare, verify, replay, and publish reproducible research objects.

Public-safe stock analysis workflow kit for shortlists, macro overlays, evidence bundles, and market-data adapters.

Engineering case study: Hyperledger Fabric document vault with PKI signing and triple-source integrity proof (S3 Object Lock + MongoDB + Fabric).

Read-only ProofRelay MCP verifier for non-confidential evidence bundles.