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README.md

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-Edit this `README.md` markdown file to author your organization card.
+---
+title: Agentic Reliability Framework
+emoji: 🤖
+colorFrom: blue
+colorTo: green
+sdk: static
+pinned: false
+license: apache-2.0
+short_description: Bayesian governance for agentic systems
+---
+
+# Agentic Reliability Framework (ARF)
+
+**Open‑source advisory engine for cloud infrastructure governance.**
+
+ARF provides **provably safe, mathematically grounded recommendations**—approve, deny, or escalate—when users request provisioning, configuration, or access changes.
+
+## 🔍 What we do
+
+- **Bayesian online learning** with conjugate priors
+- **Offline pattern discovery** via Hamiltonian Monte Carlo (HMC)
+- **Composable policy algebra** for fine‑grained rules
+- **Semantic memory** (FAISS) for context‑aware decisions
+
+## 🚀 Key Links
+
+- [GitHub Repository](https://github.com/arf-foundation/agentic-reliability-framework)
+- [ARF v4 Demo Space](https://huggingface.co/spaces/A-R-F/Agentic-Reliability-Framework-v4)
+- [Legacy API Demo](https://huggingface.co/spaces/A-R-F/Agentic-Reliability-Framework-API)
+
+## 📊 Deterministic Probability Thresholds (DPT)
+
+Instead of fuzzy logic, ARF uses transparent thresholds:
+- **Approve** if P(failure) < 0.2
+- **Deny** if P(failure) > 0.8
+- **Escalate** otherwise
+
+## 🤝 Contribute
+
+ARF is open source (Apache 2.0). Contributions welcome!