
Machine identities are rapidly outnumbering human users, making manual setups and fragmented policies a major security risk.
To address this gap, I developed the AI and Cloud Pipeline Hardening Frameworkâa repeatable, zero-trust blueprint for deploying and auditing machine identity environments.
The framework outputs directly to the Identity Architecture Ledger, a standardized artifact pre-formatted to match each step of this baseline. It ensures every configuration decision made throughout the framework is recorded in a consistent, audit-ready format.
The following slides detail the core configurations required for a repeatable, zero-trust machine identity architecture.
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