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

The DeployWhisper AI dashboard, with a natural-language prompt beside the Terraform it generated.

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.

Read the post

More write-ups

Each one comes out of a build that shipped and then kept moving.

In the queue

Still being written. Each one is tied to a build in the case studies.

  • HRMS AI CRM

    Scoring candidates without pretending the model is neutral

    Building AI ranking into a CRM where a wrong answer costs somebody an interview.

  • Hotel Feasibility Study

    IRR, NPV and cash flow without a spreadsheet

    Moving a financial model out of Excel and into a product people who do not build models can use.

  • SLC

    Real-time messaging on a hybrid serverless stack

    What has to stay on a long-lived connection, what can go serverless, and where the seam belongs.

Want the version of one of these that applies to your own stack?

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