regulatory compliance

Hands-on guide to Bash-first AI compliance: using Bash, jq, sqlite3, ripgrep, and git to build transparent, reproducible audit trails—create an AI-SBOM for inventory/provenance, log redacted prompts/responses to SQLite, scan for license/PII risks, generate monthly Markdown/CSV reports, and automate hashed archives—aligning with NIST AI RMF/ISO 42001 without heavyweight tools.

A Bash-first playbook for making AI on Enterprise Linux audit-ready without pricey tools: harden with OpenSCAP and SELinux/AppArmor; enforce provable data controls via encryption, ACLs, and auditd; ship reproducible, signed rootless containers; generate SBOMs and scan with Trivy; and redact/forward logs—delivering evidence for EU AI Act, NIST, ISO 42001, GDPR, HIPAA, and SOC 2.

Turn AI compliance into code on Linux: install a tiny toolchain (jq, yq, shellcheck, ripgrep, pre-commit; optional OPA) via apt/dnf/zypper, declare your system in ai_manifest.yaml, run Bash checks for licenses, consent, DPIA and simple PII scans, optionally enforce Rego policies with OPA, and wire everything into pre-commit and CI to create consistent, auditable, shift-left gates and export artifacts for real-world audits.