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What we learn shipping real products — telematics, React, AI and the craft in between. No fluff, no reposts.
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Thousands of sensor and camera events a second, from vehicles that lose signal in tunnels. How we built fleet platforms that stay live, stay ordered, and never lose an incident.
Read the article→What we actually ship with — and what we quietly stopped using. Vite, server components, and the boring choices that pay rent.
Most AI features die in demo. The ones that survive solve one boring, expensive problem — here's how we find it.
Why "it depends" is a lazy answer. The six questions that turn a vague idea into a number an engineer will stand behind.
Bugs found after release cost 10x more than bugs found before. Our testing pyramid for products people run businesses on.
Fleet managers don't want charts, they want decisions. UX lessons from telematics platforms with thousands of daily users.
Both can be fair, both can be a trap. What we recommend depending on your stage, certainty and speed — and where each model bites.