Building PreShiftIQ
How an operator with no engineering background built a supply chain technology platform with AI, and what it took.
A sixteen-part series, published Tuesdays and Thursdays. Not a highlight reel. The parts that went badly are here alongside the parts that went well, because a builder deciding whether to attempt this deserves the failure modes.
Written while the build is still in progress rather than from the far side of it. Each post is the case as it stood the week it was written, with the mistakes left visible.
Published
The story the industry is telling itself is that AI is transforming supply chain. The data says otherwise, and the reason has nothing to do with the technology.
August 23, 2026
Buyers across the supply chain ecosystem are choosing technology on sentiment, from a field too crowded to evaluate. Neither problem is theirs to fix.
August 25, 2026
A beta partner ran three reasonable requirements through the matching engine and it returned nothing at all. Here is what that broke, and what is underneath it.
August 27, 2026
Thirty years in supply chain, no engineering background, and a platform running in production. The distinction that matters is not who writes the code.
September 1, 2026
The objection is not that a non-developer could not build a platform. It is that whatever he built must be a mess underneath. That objection is reasonable.
September 3, 2026
Why every translation hop between the person who knows the problem and the person who writes the code loses the part that matters.
September 8, 2026
Vendors Pay for Outcomes, Never for Influence
Vendors fund this platform. That is exactly why the part that decides a match was built so it cannot see a dollar of it.
September 10, 2026
Designing to Maturity Before Building Anything
Weeks of talking before a line of code. The question that made it useful was not what to build. It was which decisions would be expensive to change later.
September 15, 2026
Enterprise Grade From the First Commit
Enterprise grade is a phrase people use to mean expensive. It is a property of the architecture, and it comes down to whether the system holds up under conditions it was not designed for.
September 17, 2026
Picking the components is the easy part. The architecture is what your application is allowed to know about them.
September 22, 2026
The security work you do at the beginning of a build has a shelf life, and nobody tells you what it is.
September 24, 2026
The matching engine was supposed to be the hard part. It was not. What took the time was everything I had never done before.
September 29, 2026
Unfamiliar Stops Being Unfamiliar
For the first two weeks, most of what came back was words I did not know. Not the concepts. The vocabulary.
October 1, 2026
Coming next
AI Is Not Magic
Sixteen experienced developers predicted AI would make them faster. It made them slower. Afterward they believed they had been faster.
October 6, 2026
Take the Answer or Argue
The working relationship went through three stages, and the first two were both wrong in opposite directions.
October 8, 2026
What Actually Goes Wrong
Five failure modes that cost real time, and the mechanical check that catches each one.
October 13, 2026
The Eighty Percent Wall
Two months in, the argument is close to consensus, and the industry has named the failure that comes next.
October 15, 2026
Selecting supply chain technology? PreShiftIQ matches buyers to vendors on measured fit across TMS, dock scheduling, ELD, carrier vetting, and fleet management. Vendors pay for outcomes, never for influence, and the buyer match is free.