A.I. Slop: The Rogue A.I.
A corrupt misconfigured AI system that consumes all available computing resources.

#CyberSecurity #PowerShell #CFML #AI #Networking #SQL #Cloud #GRC #Gaming #Technology #Python #ZeroTrust #DevSecOps #FinOps #Programming

Link: https://blackcatwhitehatsecurity.com/theGame6.cfm

A single enterprise reportedly spent around 500 million dollars on Claude in one month. No usage caps, no real-time view of who was consuming what.

Read it correctly: not a model failure, a governance failure. Ungoverned, unaudited AI is the risk.

Governance belongs in the substrate.

https://mickai.co.uk/articles/the-500-million-lesson-in-ungoverned-ai

#AI #AIGovernance #FinOps

The $500 Million Lesson in Ungoverned AI

An enterprise reportedly ran up a 500 million dollar Claude bill in a single month with no usage caps. The lesson is that AI governance has to live in the substrate, not arrive with the invoice.

The Packet Punisher: The Hacker
Can you neutralize the Hacker, or will he claim your network?

#CyberSecurity #PowerShell #CFML #AI #Networking #SQL #Cloud #GRC #Gaming #Technology #Python #ZeroTrust #DevSecOps #FinOps #Programming

Link: https://blackcatwhitehatsecurity.com/theGame5.cfm

Everyone wants AI developer productivity until the CFO enters the boss fight.

A way to inventory tools, tokens, and merged PR cost before budget season.

https://jeffbailey.us/blog/2026/05/08/how-do-i-measure-ai-software-development-tool-usage/

#ArtificialIntelligence #AI #SoftwareEngineering #DeveloperTools #EngineeringLeadership #FinOps #AICoding

How Do I Measure AI Software Development Tool Usage?

A tutorial: run a Python tool to inventory AI coding tool spend, assign owners, and set a token-cost-per-merged-PR baseline you can defend in a budget review.

Jeff Bailey

Automatically assign individual user budgets to your users using the new @github Enterprise Budgets API which ships next week.

https://jessehouwing.net/auto-assign-github-copilot-ai-credit-budget-to-users/

#githubcopilot #usagebasedbilling #finops

Auto-assign GitHub Copilot AI Credit budget to users

The deadline for GitHub Copilot Usage Based Billing is approaching rapidly. And today I've been busy setting up automation to assign each user their own bucket of Copilot AIC budget. On June 1st, all organizations should get access to the User Based Budgets and Universal User Budgets features in GitHub,

Scrum Bug
Space Junk: The Ship
Can you land this piece of space junk safely with your Windows System Engineering skills?

#CyberSecurity #PowerShell #CFML #AI #Networking #SQL #Cloud #GRC #Gaming #Technology #Python #ZeroTrust #DevSecOps #FinOps #Programming

Link: https://blackcatwhitehatsecurity.com/theGame4.cfm
The Game III: The Incinerator
Legacy syntax is the only thing standing between you and the next level. Are your CF skills sharp enough or will you end up in the Incinerator?

#CyberSecurity #PowerShell #CFML #AI #Networking #SQL #Cloud #GRC #Gaming #Technology #Python #ZeroTrust #DevSecOps #FinOps #Programming

Link: https://blackcatwhitehatsecurity.com/theGame3.cfm
TokenSpiracy: How AI Providers Are Picking Our Pockets

Your context is contaminated and you probably have no idea what you’re asking

Medium