Site Reliability Engineer

Rollback-ready Azure changes: a simple validation and backout checklist

Decide what success, failure, and recovery look like before you make the change.

The AI Capacity Storm Is Here

Microsoft AI Foundry, GPT-image-2, and the quota squeeze

Azure Key Vault Access Troubleshooting Without Guesswork

A Practical IT scorecard for validating RBAC, private endpoints, DNS, and firewall controls before the incident gets weird.

Azure Policy Exemptions at Scale

Naming, expiration, and audit trail patterns for operators who need exceptions without creating permanent blind spots

If nobody trusts the cost model, your showback is already broken

Three failure modes that quietly kill Azure showback, plus a practical MODEL checklist you can use to make shared cost allocation defensible.

SRE meets FinOps: error budgets for spend

A simple model for turning cost drift into an operational signal, with a worked example you can adapt in your own cloud environment.

Private Endpoint DNS Checklist (What to Verify, in Order)

Troubleshooting guide for when Private Endpoints "work" in Azure, but nothing can reach them.

Zero-trust networking in Azure: the operator’s version (not the slide deck)

A practical lens for platform engineers, SREs, and cloud operators who own the pager and the audit trail.

From ClickOps to GitOps: How I Migrated 250+ Azure Policies to Traceable CI/CD in a Day

Automation Maturity Ladder

Scripts → Workflows → Agentic Operations (A Practical Roadmap)

Runbook-first automation

Build an incident checklist first, then automate safely (Practical IT How-to)

Guardrails, not roadblocks: nudge → block → escape