Open Source Reliability Harness: Make your agents follow rules. One line of code to‎ ‎enforce, trace, and improve. ‎ ‎

Static linter for AI agent configs, tool descriptions, and system prompts with zero-LLM CI gating

Production operations framework for AI-powered SaaS. The architectural patterns, failure modes, and operational playbooks that determine whether your AI systems scale profitably or fail expensively.

The flight recorder for AI agents. Tamper-proof, ISO 42001 + HIPAA-compliant audit trails for everything AI agents do on your system. File changes + shell commands + PHI detection + agent identity.

Cryptographic audit receipts for AI coding agents. Ed25519 + Merkle + RFC 3161 TSA. Supports Claude Code & Cursor.

PolicyBind is an AI Policy-as-Code platform that enables organizations to govern AI usage through a unified model registry, real-time token-based access control, and automated compliance reporting for frameworks like the EU AI Act and NIST AI RMF.

ai-agents llm-ai gpt-workflows ai-audit execution-logging ai-research reproducibility observability provenance ai-operations research-infrastructure operational-memory

A tool for auditing bias through large language models

EU AI Act compliance logging standard — structured one-line codes mapping AI reasoning (value, evidence, source hierarchies) to Traceability, Record-keeping, and Incident Reporting obligations under Articles 12, 13, 14, 15, and 73.

Git for AI workflows — Immutable, versioned audit trails as books and chapters. Web UI, CLI, API & agent-ready.ks and chapters. Web UI, CLI, API & agent-ready.

RIO Receipt Protocol — Cryptographic proof for AI actions. Open standard for tamper-evident receipts, hash-chained ledgers, and independent verification.

Append-only event kernel with Ed25519-signed Merkle checkpoints. Every AI action gets a verifiable receipt.

A visual learning library for ISO/IEC 42001:2023 - the international standard for ISO/IEC 42001:2023 Artificial intelligence (AI) Management Systems. Reference cards, memory cards and deep dives.

A cool lil Hallucination detector for GenAI tools ! Hope you like it <3

The Rego policy library for AI compliance: 94 policies covering the EU AI Act, NIST AI RMF, FAA/EASA/ICAO aviation, FERPA, fair lending, and 10+ more frameworks.

Fairness measurement library for automated employment decision tools, with audits of components from U.S. Patent No. 12,265,502 B1.

This repository defines a reproducible Layer-0 functional compliance specification for Large Language Models.

Hardened Public Release of KAIROS invocation governance framework. Includes invocation terms, ethical compliance clauses, regulatory mapping, and sample outputs. Licensed under CC BY-NC-ND 4.0. License: Do not auto-generate via GitHub. Use hardened License.txt

Compliance-as-code for AI systems: evaluate AI apps against EU AI Act, NIST AI RMF, and OPA/Rego policies.

Cryptographically verifiable audit trail for AI systems — Ed25519 signed, hash-chained Decision Receipts with ISO 42001 / NIST AI RMF compliance. No blockchain, no SaaS.