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Your LLM Has a Spending Problem - How Prompts, Context Windows, and Agent Loops Quietly Torch Your Budget
Everybody loves AI until the invoice shows up! Not the cute "we spent a few hundred dollars experimenting" invoice that gets hand-waved away as innovation spend. I mean the kind of invoice that makes finance suddenly become deeply curious about architecture decisions they previously considered engineering trivia, while operations and/or product teams insist everything is still technically a pilot, and leadership starts asking whether we can "optimize this" as though that thou

Shannon
5 days ago12 min read


Your Architecture Has a Cost Personality
Cloud conversations still tend to start in the same place. We talk about scalability, resilience, performance, and maybe security if we are feeling disciplined. Cost usually shows up later (way later), almost like a postscript to the architecture. It is something we validate after the system is live, after usage patterns are real, and after the bill gives us a reason to care. The problem with that sequence is that by the time cost shows up, most of the meaningful decisions ha

Shannon
Mar 268 min read


What Exactly is the "Azure Well-Architected Review"?
Picture this: you have built a castle in the cloud, filled with all your Azure workloads. Everything looks amazing, but is it safe, strong, and efficient? Will it handle a sudden rush of traffic or unexpected outages? The Azure Well-Architected Review is Microsoft’s framework to provide "best in class" cloud adoption as you undergo digital transformation. Microsoft also has a corresponding assessment tool that helps you examine and strengthen your castle. They suggest runnin

Shannon
Oct 1, 20253 min read


Trends in Cloud Spending: A 2025 Perspective
It's 2025! If you've been living under a rock the last 10-15 years, you may not know that the global cloud computing industry is...

Shannon
May 10, 20253 min read


Structuring Cloud Commitments: How to Blend Reserved Instances and Savings Plans for Maximum Coverage
Over the past few slightly chaotic months at work, a customer asked a really interesting question that I realized deserves a better,...

Shannon
Apr 27, 20253 min read


How to Size and Structure FinOps Teams for Different Maturity Stages
The journey to FinOps maturity is a transformative process for many (if not all) organizations adopting cloud financial management...

Shannon
Jan 26, 20254 min read
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