Local security audit for AI API relays and LLM proxies: detects prompt injection, model substitution, tool-call rewriting, SSE anomalies, error leakage, and Web3 wallet risks.

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

lintlang is a static linter for AI agent configs, tool descriptions, and system prompts that runs zero-LLM quality gating in CI. Catches language-level failures (vague tool descriptions, missing stop conditions, schema gaps) before they reach runtime, with deterministic regex + structural detectors and no model calls.

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.

A Python package suite for generating evidence-grade audits of responsible, secure, and trustworthy AI systems.

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.

A free 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.

Sheldon K. Salmon — AI Reliability Architect. Creator of the AION Constitutional Stack and the CERTUS certainty‑engineering methodology. He designed, directed, and red‑teamed VERITAS — applying epistemic scoring, Uncertainty Mass, and permanent STP seals to community crisis data. Code is open source. The judgment is not.

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

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

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.

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

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

AION Scaffold — Intelligent tree-to-filesystem generator. Built by Sheldon K. Salmon, AI Reliability Architect. Part of the AION Constitutional Stack. Free forever. No tracking.

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

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

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.