The skepticism about AI-generated code is earned. Here's what a workflow that treats that skepticism as a design requirement actually looks like — with the receipts.
Our cloud servers all shared one identity. Auditors were asking questions we couldn't answer. Here's how we fixed it in a day — and what it means for your team.
How agentic AI closed a compliance gap that weeks of investigation and an open AWS Support case couldn't crack — and what that workflow actually looks like.
Full technical implementation of SSM Session Manager per-user identity using Microsoft Entra ID SCIM, IAM Identity Center ABAC, and CloudFormation StackSets — including every gotcha.
A shared server identity problem that blocked audit readiness for weeks was resolved in a single day using agentic AI. What was delivered, what it cost, and what it means.
A compliance gap that required weeks of cross-ecosystem investigation was closed in a day. What that means for how engineering leaders should think about staffing and delivery.