Ai Audit Python Packages

ai-audit-trail

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

aicertify

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

lintlang

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

openbias

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

hermes-rubric

Evidence-first structured scoring. Class-aware rubric templates for deterministic dim sets across runs.

unworldly-recorder

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.

umarise-mlflow

Anchor MLflow artifacts to Bitcoin. One line to production.

seatbelt

Responsible AI auditing for LLMs and SLMs

opensentinel

Reliability layer for AI agents - monitors workflow adherence and intervenes when agents deviate

umarise-wandb

Anchor every W&B artifact to Bitcoin. Async, with reconciliation ledger.

sealvera

AI Decision Audit Logging — tamper-evident audit trails for any AI agent