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

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.
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Why ERP dashboards overwhelm operations teams: data without analysis. How custom reporting systems that automate analysis save time, catch problems faster, and deliver ROI.
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An independent code audit company finds security gaps, tech debt, and architecture risks your team can't see. Cost, process, and how startups pick a vendor.
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Hiring generic developers for operational software is like hiring a chef based on knife skills alone. Here's what actually matters.
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Growth to multiple regions looks simple on a spreadsheet until coordination breaks down. Here's why your ERP isn't the problem - and what actually is.
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Most software projects fail not because the software is bad, but because you're solving the wrong problem. Here's how to identify your real constraint and fix it.
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Why ERP reporting gaps cost manufacturers $300K+ annually. How to build real-time dashboards and close the data-to-decision gap with custom operational software.
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Your TMS isn't broken. Your WMS works. But margins are tightening anyway. Here's why patching legacy systems costs more than modernizing.
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Your system worked fine for years. Now it's the bottleneck. Here's how to recognize when off-the-shelf tools have stopped matching your operation.
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64% of software features go unused. Here's why operational software MVPs fail, and how constraint-first thinking fixes it.
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Agentic AI moves beyond chatbots to autonomous systems that manage operations. Here's what actually works on the factory floor.
Read article →Ideas are only as good as the system that runs them.
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