AI-powered CLI for software troubleshooting—detecting and resolving code, dependency, and configuration issues.

AI vibe-coding governance toolkit for AI coding agents, source provenance, activation boundaries, validation honesty, and release evidence across Codex, Claude Code, and project-owned workflows.

FastAPI presentation demo showing startup engineering governance, ownership controls, and lightweight CI checks.

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

A reusable repository governance template for AI-assisted development, coding agents, PR discipline, testing standards, and secure project setup

Reproducible constitutional analyses of 80 software systems with executable verification gates, fingerprints, and governance findings.

Reference for enterprise software intake including some recommendations around stakeholder review, inventory, etc., with some policy-style docs, templates, and helper scripts. Not legal advice/see DISCLAIMER.

Public proof surface for a policy-first project standard showing how software projects can be governed before tooling, CI/CD, or automation exist.

OBINexus Governance Validation Framework - A comprehensive enterprise-grade framework implementing Data-Oriented Programming principles for systematic component validation, build pipeline verification, and governance compliance. The Gov-Clock framework provides XML manifest integration, cryptographic integrity verification, peer-to-peer topology.

A public protocol and toolkit for making AI-assisted development decisions, risks, and verification visible.

Governance CLI for AI-native software delivery and AI coding agents. Enforces traceability: ADR → REQ → ROADMAP → kanban. Native support for Codex, Claude Code, Gemini CLI, Cursor, Copilot, Windsurf, and Amazon Q.

The safety brake for naked AI coding. A deterministic governance layer that lets N coding agents concurrently mutate one repo — via 5D CID identity, a 7-stage lifecycle, SHA256-anchored closure evidence, and atom maps that retire legacy modules through a gated replacement lifecycle.