Writing
Engineering notes from Doyel Labs.
How we ship software for real operators. Case studies with the actual timeline, tools we used, code we wrote, and mistakes we made. Written by the engineers, edited by nobody.
Posts
Latest, in reverse chronological order.
AI-native software: what we generate, what we still write by hand
How Doyel Labs actually uses AI in production builds. Which parts of a project AI is fastest at, which parts humans still own line-by-line, and how we keep clients safe when AI drafts real code.
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How we shipped a full payroll workspace in six weeks
The playbook for a custom pay-run workspace, from zero code to a live pay period. Read the rulebook first, wireframe next, and ship a real run before locking scope. SteadFast Transportation was the first client to sit under this playbook; the same shape works for any operation.
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