Notes from the build
Write-ups of thework that shipped.
Every piece here comes out of a project that went live and then kept moving. The decision we actually made, what it cost, and the part we would do differently.
Latest

AI engineering5 min read
Turning plain English into Terraform you would actually merge
A prompt that returns cloud infrastructure demos beautifully. What decides whether anyone is still using it a month later is what the generated code looks like when something has to change.
More write-ups
In the queue
- HRMS AI CRM
Scoring candidates without pretending the model is neutral
- Hotel Feasibility Study
IRR, NPV and cash flow without a spreadsheet
- SLC
Real-time messaging on a hybrid serverless stack
Want the version of one of these that applies to your own stack?
That conversation is faster than the post. Fifteen minutes, no deck.

