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| ### 12.2 Key Manifests | |
| | Repository | File | Purpose | | |
| |------------|------|---------| | |
| | `arf-api` | `deploy/kubernetes/arf-api/deployment.yaml` | API Deployment (3 replicas) | | |
| | `arf-api` | `deploy/kubernetes/arf-api/service.yaml` | API ClusterIP Service | | |
| | `arf-api` | `deploy/kubernetes/arf-api/hpa.yaml` | API HPA (3–10) | | |
| | `arf-api` | `deploy/kubernetes/arf-api/networkpolicy.yaml` | Restrict ingress to gateway | | |
| | `arf-api` | `deploy/kubernetes/arf-api/configmap.yaml` | Non‑sensitive config | | |
| | `arf-api` | `deploy/kubernetes/arf-api/secret.yaml` | Sensitive values | | |
| | `arf-gateway` | `deploy/kubernetes/arf-gateway/deployment.yaml` | Gateway Deployment (3 replicas) | | |
| | `arf-gateway` | `deploy/kubernetes/arf-gateway/service.yaml` | LoadBalancer Service | | |
| | `arf-gateway` | `deploy/kubernetes/arf-gateway/hpa.yaml` | Gateway HPA (3–10) | | |
| --- | |
| ## 13. Test & Verification Evidence | |
| ### 13.1 Pressure Test Suite | |
| **44 tests, 100% pass rate.** Covers: | |
| - Bayesian conjugate updates | |
| - Policy condition evaluation | |
| - Governance loop integration | |
| - HealingIntent serialization | |
| - Edge cases (zero data, large data, concurrency) | |
| ### 13.2 Formal Verification Suite | |
| **7 property‑based test classes with 60,000+ examples.** | |
| | Test | Examples | Result | | |
| |------|----------|--------| | |
| | Determinism (10,000 runs) | 10,000 | ✅ 1 unique hash | | |
| | Criticality monotonicity | 5,000 | ✅ No violations | | |
| | Stability gate cross‑validation | 10,000 | ✅ All within 1e‑12 | | |
| | Skill gate monotonicity | 5,000 | ✅ No violations | | |
| | Context hash determinism | 5,000 | ✅ Order‑independent | | |
| | CUSUM optimality | 1,000 | ✅ Detection ≤150 steps | | |
| | Conjugate update correctness | — | ✅ α, β match theory | | |
| ### 13.3 Performance Benchmarks | |
| | Operation | p50 | p99 | Target | | |
| |-----------|-----|-----|--------| | |
| | Full governance loop | < 50 ms | < 100 ms | ✅ Met | | |
| | Risk calculation | < 1 ms | < 5 ms | ✅ Met | | |
| | HealingIntent serialization | < 5 ms | < 10 ms | ✅ Met | | |
| ### 13.4 Integration Tests | |
| **8 end‑to‑end tests** covering the full HTTP → API → governance → audit pipeline, | |
| including skill context, criticality, and outcome recording. | |
| --- | |
| ## 14. Roadmap & Future | |
| ### 14.1 v4.3.3 (Q4 2026) | |
| - Multi‑agent Lyapunov coupling | |
| - Emergent behavior detection | |
| - Gateway Prometheus metrics | |
| - Brute‑force protection on API keys | |
| - Dependency vulnerability scanning in CI | |
| ### 14.2 v4.4 (Q1 2027) | |
| - Gaussian Process sandbox dynamics | |
| - Active GP‑based stability control | |
| - Multi‑objective policy optimisation | |
| - Helm charts for all components | |
| ### 14.3 v5.0 (Q2 2027) | |
| - Federated learning of risk models across tenants | |
| - Integration with major cloud policy frameworks (AWS SCP, Azure Policy) | |
| - Certified NIST AI RMF profile | |
| --- | |
| ## 15. Next Steps | |
| 1. **Identify a design partner** in a regulated sector (finance, healthcare, telecom, energy). | |
| 2. **Execute a mutual NDA** and share this package. | |
| 3. **Schedule a 2‑hour technical deep‑dive** with the partner’s SRE and security teams. | |
| 4. **Deploy the sandbox** in the partner’s Kubernetes environment (Week 1). | |
| 5. **Begin the 8‑week pilot program** as described in Section 10. | |
| --- | |
| ## 16. Appendices | |
| ### A. Glossary | |
| | Term | Definition | | |
| |------|------------| | |
| | CVaR | Conditional Value‑at‑Risk – expected loss in the worst 5% of outcomes | | |
| | CUSUM | Cumulative Sum – sequential change‑detection algorithm | | |
| | E‑value | Minimum confounding strength needed to nullify a causal effect | | |
| | HMC | Hamiltonian Monte Carlo – Bayesian sampling method | | |
| | IPW | Inverse Probability Weighting – causal effect estimator | | |
| | TLA⁺ | Temporal Logic of Actions – formal specification language | | |
| ### B. Code Repositories | |
| | Repository | Purpose | Access | | |
| |------------|---------|--------| | |
| | `agentic_reliability_framework` | Core Bayesian engine, governance loop, policies | Private | | |
| | `arf-api` | FastAPI control plane, database models, routes | Private | | |
| | `enterprise` | Rust execution ladder, safety gates | Private | | |
| | `arf-gateway` | Go reverse proxy with auth, rate limiting, circuit breaker | Private | | |
| ### C. Contact | |
| **Juan Petter** | |
| Founder & Steward, Agentic Reliability Framework | |
| Email: juan@arf-ai.com | |
| Website: https://arf-ai.com | |
| --- | |
| *This document is proprietary and access‑controlled. Distribution is limited to qualified pilots and enterprise customers under written agreement. No part of this document may be reproduced, distributed, or used for AI training without express written permission.* | |