change-control

⛳️ PASS: ITIL 4 Foundation (IT Service Management) by learning based on our Questions & Answers (Q&A) Practice Tests Exams.

MCP tools for Novyx governed actions, shared memory, audit, rollback, and evidence workflows.

Commit-boundary proof corridor showing whether an attempted action may complete under live state before consequence can bind.

Causal assurance and evidence-gated change control for production AI agents

Executive portfolio showcasing Healthcare Informatics, Pharmaceutical Quality, AI, Supply Chain Transformation, Data Analytics, and Project Management.

Keeps knowledge in files, databases and Git while giving AI agents one verified way to read, propose and confirm changes.

A local-first trusted change control plane for multi-agent software work.

Append-only governance ledger with explicit amendment protocol to prevent silent mutation and enforce auditability.

Governance-first template stack for controlled AI agent workspaces (specs, fixtures, validation baseline).

C# biotech operator surface for GxP change control, validation evidence gaps, and release-safe cutover posture.

Sanitized public portfolio view of a private home lab: Linux, secure access, storage, backup verification, and change control.

Catch agent process regressions that final-answer evals miss. Local-first evidence packets and CI gates for governed AI pipelines.