The open framework for
AI agent governance
A transparent proxy that governs every interaction between AI agents and the world. 6 pillars. Bidirectional. Python + Rust. Apache 2.0.
Every interaction governed, bidirectionally
Admina sits between your AI agents and the tools they control. Every request and response passes through all 6 governance pillars.
Admina Proxy Rust + Python Six layers of protection
Applied bidirectionally to every request and response. Configurable. Extensible. Built for production.
Loop Breaker
Detects and breaks infinite agent loops using TF-IDF similarity on sliding windows.
Documentation →Anti-Injection Firewall
Blocks prompt injection attacks with 15-pattern regex fast path + deep heuristic scoring.
Documentation →PII Redaction
Redacts emails, phones, credit cards, SSNs, IBANs, IPs — and named entities via NER.
Documentation →OTEL Native
Structured OpenTelemetry spans on every governance decision. Works with Datadog, Grafana, Langfuse.
Documentation →Forensic Black Box
Tamper-proof SHA-256 hash chain audit log stored in S3-compatible storage (MinIO or any S3-compatible backend).
Documentation →EU AI Act Compliance
Risk classification, gap analysis against Art. 9–15, and compliance reporting. Enforcement-ready.
Documentation →Governance in 5 minutes
Clone, build, and start governing your AI agents with a single command. No configuration needed to get started.
# Clone Admina git clone https://github.com/admina-org/admina.git cd admina # Start the full governance stack docker compose up --build # Dashboard → http://localhost:3000 # API docs → http://localhost:8080/docs # Health → http://localhost:8080/health # Verify curl http://localhost:8080/health # {"status":"healthy","version":"0.2.0","pillars":6}
Need enterprise features? DebugABot is built on Admina and adds cognitive alignment, behavioral control, DistilBERT ML firewall, eIDAS-qualified forensics, RBAC/SSO, and full EU AI Act compliance auditing.
Supporting open source AI governance infrastructure. Thank you for making Admina possible.
Admina is Apache 2.0 and always will be. No paid tiers, no feature gating on the core.
Apache 2.0 License →Built in the open, for the community
Star the repo, open an issue, contribute a pillar. Every interaction counts. We respond to all issues within 4 hours.