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Build Log

Behind-the-scenes documentation of AI systems built for drinks businesses
Stainless steel workshop scene with an open notebook of checklists and a laptop beside a glass of amber liquid under moody lighting.
Business of AI + Drinks

We Built a Strategy Engine. Now Every Decision Goes Through It.

If you can't explain why an AI project should exist in a bootstrapped business, you shouldn't build it. Our strategy engine exists to stop us lying to ourselves.
04 Apr 2026 7 min read
Overhead view of distillery workbench with hand-drawn notebook, scoring matrices, botanical samples in jars, and tablet showing analytics
Build Log

Building an AI Co-Strategist for a Six-Person Spirits Company

We built an internal tool that knows our business in granular detail and scores every idea against weighted strategic objectives. It's a co-strategist with an objective point of view.
27 Mar 2026 5 min read
Tasting glasses of amber and ruby amaro samples arranged on a steel bar surface with botanicals and a spreadsheet on a laptop behind
Production Intelligence

Teaching an AI to Make a Negroni (and Why It Took Thousands of Tasting Notes to Get There)

We tried asking an LLM to create cocktail recipes. The results were technically plausible and completely wrong. Eight months and a structured tasting database later, we're at 95% accuracy.
19 Mar 2026 4 min read
Moody workshop desk with laptop, scattered handwritten notes and botanical ingredients, warm amber lighting
Business of AI + Drinks

How We Used AI to Hire Our First Developer

We hired our first developer last week. The whole process, from writing the role spec to evaluating candidates, leaned on AI more than anything we've done before.
18 Mar 2026 6 min read
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