microsoft/AIOpsLab
AIOpsLab is a comprehensive framework for designing, developing, and evaluating autonomous AIOps agents, providing reproducible and scalable benchmarks for AIOps solutions.
Awesome AI for Infra › AI-Powered Automation
ChristoAnsek/audited-change-gate
Certifier, also known as The Ambient Attestation Engine, provides automated proof-of-carrying change management specifically designed for AI-driven operations. It acts as a dependency-free trust gate, ensuring that every action an autonomous agent takes in an IT environment is verifiable and safe. The core mechanism involves a 'Proof-Carrying Envelope' (PCE) that wraps each change request, embedding the agent's identity, the resource scope, a cryptographic hash of the forward action, a precomputed rollback blueprint, and a validity window. Before execution, Certifier evaluates the 'influence set' to determine the blast radius and rejects changes affecting blacklisted or protected resources. It emphasizes attestations of intent, precomputation of rollback operations, and is language-agnostic. The system does not store long-term secrets, using ephemeral signing keys for agent identity. It operates in strict, audit-only, or permissive modes, and every envelope is logged to a signed, tamper-evident audit log. Use cases include AI-driven infrastructure mutations, Intune policy deployments by agents, and multi-agent CI/CD pipelines, all aiming to bring auditable safety to AI-driven IT automation.
https://github.com/ChristoAnsek/audited-change-gate
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