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.

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.

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

AURUM is a security-first Rust ledger framework that combines cryptographic integrity, information-theoretic auditing, and verifiable AI output tracking. It integrates AEON entropy/compressibility scoring with domain-separated BLAKE3 hashing, panic-safe canonical encoding, dual-root block validation, and a minimal HTTP node for verifiable model or

ChainWatch is a flight data recorder for multi-step AI systems. It's a CLI-based tool that records every step in an AI decision chain, links them together in order, prevents tampering, and allows you to verify the chain's integrity and replay the full decision flow.

A tool for auditing bias through large language models

CAP (Content / Creative AI Profile) specification: a verifiable audit framework for AI content workflows, including Safe Refusal Provenance (SRP) to cryptographically prove non-generation and policy enforcement.

DecisionTrace is a simple, powerful tool for creating an audit trail of your AI's decisions. Think of it as a flight data recorder for your AI.

🔍 Establish cryptographic audit trails for AI content systems, ensuring compliance and enhancing verification with the innovative CAP framework.

Reconstruct project states and export chronological Git history from Gemini CLI session JSON files.

🤖 Discover open-source Primer documents that empower AI for effective smart contract audits, enhancing security and compliance for your projects.

CAP-SRP: Cryptographic audit trails proving AI systems refused harmful content. EU AI Act Article 12 compliant.

Cross-domain meta-framework defining minimum requirements for cryptographically verifiable AI decision provenance. Maintained by VeritasChain Standards Organization (VSO).

🚀 Prevent failures in production AI systems with this manual, offering patterns, checklists, and code for effective operation and crisis management.

LightNoteAI: The AI Proposal Auditor that maximizes B2B win rates. Instantly scores proposals for compliance, flags risk, and suggests strategic content rewrites.

A lightweight security configuration scanner and hardening tool for OpenClaw AI agents. Designed for red teaming and securing agentic workflows.

AI Knowledge Auditor: A trust-scoring tool that flags hallucinations in LLM outputs by comparing them to retrieved source content.

Coherence checks for AI agents — portable, offline-verifiable reasoning receipts with constitution-based governance

🔍 Track contradictions in AI and human content with LBOS-LCAS, enhancing bias and coherence analysis for clearer understanding and insights.