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Notes from production.
Practical writing on AI automation, workflows, and engineering. No hype, no thought leadership. Things we have actually run.
July 30, 2026
Fixed price vs time and materials for a small software build
Both models are fine. The question is who carries the risk of what nobody knows yet, and there is a third option most comparisons skip.
pricingengagement modelssoftware development
July 26, 2026
How to pick the first workflow to automate
A practical filter for choosing your first automation project. Where to look, what to skip, and why the boring workflow usually wins.
ai automationprocess
Have a workflow in mind?
Book a call and we'll find the workflow with the biggest payoff, then scope it.
Your call is with a senior engineer, not a sales rep.