Application performance monitor (APM) for energy logging and carbon estimation in Python applications with uncertainty-aware marginal emissions.

Append-only local audit ledger for deterministic record storage, scoped queries, retention policies, and exportable audit bundles.

Universal AI Agent Kernel & Terminal Control Center. Rust-based hardened kernel with Vigils security, real-time observability, and tamper-evident audit ledger.

Operator surface for building access events, credential control gaps, controller drift, revocation pressure, and audit posture.

Streaming ML inference verification: split conformal prediction + LTLf property automata + drift detection + tamper-evident audit ledger. Pre-alpha engineering prototype, not a formal verifier.

An Agentic ERP Operating System orchestrated with .NET Aspire. Decouples business logic into Neo4j graph workflows and Qdrant vector compliance policies, executing through a secure FastAPI SQL sandbox with an append-only cryptographic audit ledger and dynamic React JSX dashboard generation.

Certified Memory Governance Layer for long-running AI agents: strict receipts, append-only ledgers, authority gates, retrieval filtering, telemetry replay, and safe adapters for Mem0, Graphiti, LangMem, and LangGraph.

Rust control plane for clause obligation ledgers, append-only review events, and renewal-safe evidence posture.