A disciplined methodology for AI-assisted software development. Covers architectural constraints, validation hooks, session governance, and PAG (Pattern Abstract Grammar) for structured AI collaboration. Copy claude-setup/ into your project to start.

EAAP: The open protocol for deterministic governance of autonomous AI agents. RFC-0001 specification.

Sovereign Framework for Constitutional AI Governance — Five-layer architecture (L0-L4), three-cloud runtime, physics-certified contraction, multi-model consensus gate

Runtime approval gates for AI agent tool calls. Intercept payments and emails before execution

Every AI agent action proven before it executes. Prolog + Z3 dual-gate, sub-millisecond verdicts, tamper-proof ledger. Apache 2.0.

Four Tests Standard (4TS) - Vendor-neutral specification for verifiable AI governance

Minimal Tamper-Evident Forensic Vault for LLM Interactions. Tamper-Evident • Epistemic-Aware • Lab-Ready • Outer-Layer Governance

Enterprise-grade governance and policy enforcement for agentic AI systems.

Customizable AI Acceptable Use Policy and governance framework for US enterprises. MIT licensed. Covers compliance, HR, infosec, and legal.

PyPI-distributable LLM control plane: gateway choke point, cost attribution, OTel instrumentation, and offline reporting as an inspectable engineering artifact.

A curated list of AI governance frameworks, tools, regulations, and resources for responsible AI deployment

Extending pydantic for flexible use with LLM, DTO, backend, frontend slicing

ZeroShield AI Mesh Firewall is a centralized AI security gateway for governing LLM and RAG traffic with inline prompt injection defense, vector database isolation, multi model routing control, and compliance grade observability.

The first programming language with built-in AI governance — 50+ checks catch hallucinated APIs, stubs, and security issues across 12 languages in one file

Evidence-based quality gate for LLM deployments: evaluates telemetry against latency, cost, and error policies to produce auditable go/no-go release decisions for CI/CD.

Policy-bounded decision traces for AI-assisted financial operations: versioned policy enforcement, human-in-the-loop gating, cost attribution, and auditable case outcomes.

Pre-dispatch policy evaluation and cost attribution for LLM inference, built on llmscope.

Governed Back-Office Operating System for SaaS — AI agents run your operations under governed trust tiers. No action executes without governance approval.

Formales Protokoll zur epistemischen Output-Governance von KI-Systemen.

Policy-first, OpenAI-compatible governance gateway for regulated AI workloads. Enforces runtime policy evaluation, PHI/PII redaction, retrieval authorization, and tamper-evident audit trails in the critical path of every LLM and RAG request. Built for healthcare, financial services, and sovereign AI deployments.