Thinking on operational software, AI systems, and the craft of building complex products.

Technical founders evaluate engineering judgment. Generic recruiters pattern-match CVs. Only builders can tell the difference between 'sounds good in an interview' and 'can actually think through systems.'
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Margin erosion happens in the gaps between systems. Hidden shipping costs, material fluctuations, and untracked operational bloat eat into profits. Here's how to see it - and stop it.
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Manufacturing scheduling leaves millions on the table. AI agents that optimize job sequencing, capacity planning, and resource allocation in real-time. How to build systems that compete with manual expertise.
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Your spreadsheet system works - until growth forces you to choose between scaling operations or staying stuck. Here's what spreadsheet creep actually costs you.
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Your ERP has the data. But transforming it into actionable business intelligence takes manual work. How manufacturers close the insight gap and decide faster.
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Most custom software projects in manufacturing fail because they start wrong. Here's why they derail - and how to structure an engagement that actually succeeds.
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Most manufacturing operations leaders feel the pain of bad software but can't justify fixing it. Here's the framework for translating operational pain into investment ROI.
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Real-time visibility across demand, capacity, and delivery timelines isn't a nice-to-have - it's what separates profitable manufacturers from margin-bleeding ones.
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Off-the-shelf software fails manufacturing because it wasn't built for your operation. Here's how to decide what actually fits.
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Every integration you've patched together becomes technical debt. Eventually, maintaining those connections costs more than the original problem ever did.
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Sales teams spend hours on manual quoting when they should be selling. The result: lost deals, margin compression, and sales reps frustrated enough to consider other industries.
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We built Meemo — a working SaaS app — in a weekend using Claude Code. Here's what AI handled well, where it needed oversight, and what the 2026 AI coding landscape actually looks like for startup founders.
Read article →Ideas are only as good as the system that runs them.
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