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.

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

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

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

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.

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.

The right hemisphere. Domain knowledge, synthesis, and pattern recognition across disciplines. What the left hemisphere reasons about, the right hemisphere knows — science, history, culture, and emerging fields.

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.

Codex-CLI powered autonomic audit loop that destroys weak implementation plans and rebuilds them to zero-defect standards.

repo to moonlightaI-solutions website

A tool for auditing bias through large language models

AI Reliability & AGI Architect. Creator of the AION Constitutional Stack — 9 brain repos, 60+ frameworks, epistemic precision as infrastructure. The Lighthouse is always here.

🔍 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.

Verifiable, tamper-evident receipt + audit pack system for agent/tool runs

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