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

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.
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Building operational software isn't just coding. Most internal teams lack the domain expertise and operational thinking that separates working software from software that actually gets adopted.
Read article →Ideas are only as good as the system that runs them.
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