June 18, 2026 · Cloud
Where the money hides in an AWS bill
The waste is rarely one big mistake. It sits in forty small places, and the same ones show up at every scale.
Read moreNotes from the field.
Our engineers write from direct experience across client engagements and production systems.
May 29, 2026 · Software
Your AI-built app works. Production is a different job.
The demo ran fine. Real users bring secrets management, schema pressure, and failures that do not report themselves.
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May 7, 2026 · Security
What a Level 1 PCI DSS audit actually involves
A QSA comes to you, examines evidence, and interviews staff. Notes from leading a Report on Compliance to the signature.
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April 16, 2026 · Operations
What five vendors cost you beyond the invoices
Handoffs, queues, and the system nobody owns. The expensive part of a split IT stack never shows up on a bill.
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March 25, 2026 · Private AI
Running AI in a private environment
Helping design a private inference environment is one part. Production also needs secure access, monitoring, backups, updates, and day-to-day support.
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March 4, 2026 · Modernization
How to replace an old system without downtime
Freeze the behavior, build alongside, and move in stages you can reverse. The cutover should be boring.
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