FinOps

The AI Capacity Storm Is Here

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

The AI Plan Shift Is Bigger Than Gemini

Google AI Pro, compute-based limits, and the new reality of AI usage runway

Secrets Sprawl Cleanup Checklist & Worksheet

A practical asset pack for finding, owning, rotating, and retiring unmanaged cloud credentials.

The Next Engineering Negotiation: Token Budgets

GitHub Copilot billing is moving toward usage-based AI Credits. The bigger shift is that engineering capacity is starting to depend on credits, context, model access, and agent runtime.

Every Azure Policy Exemption Should Come With an Expiry Date

How to stop permanent waivers from turning into quiet governance drift

Use Azure exports to find RI and Savings Plan candidates and commitment waste

A Practical IT guide to choosing the right export set, reading actual versus amortized data correctly, and turning raw cost files into rate-optimization actions.

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.

Build a usable Azure cost allocation model with exports, tags, and resource groups

An operator-first guide for Azure teams that need showback or chargeback without turning cost reporting into a science project.

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.

Azure Policy at scale: DeployIfNotExists patterns that don’t melt ops

A PracticalIT how-to for building DeployIfNotExists policies that stay predictable in production.

How to sanity-check cloud cost reports before you escalate anything

A practical workflow for Azure-heavy teams, but useful for any cloud cost report: verify coverage, verify the data, then isolate the driver.

Cost Drift: A System Bug, Not a Billing Surprise