Practical writing on building and running AI in real businesses: what works, what we shipped, and what we learned doing it.
A SaaS MVP carries structural decisions a normal MVP does not. Which ones are cheap to defer, which are expensive to change later, and what it costs to build.
Read more →Roughly 19% of software projects fail outright and 50% are challenged. The size effect in that data is larger than any methodology effect, and it is actionable.
Read more →No-code is genuinely the right answer for a large class of problems. The specific properties that push a project across the line into custom development.
Read more →The average app project runs about 11 months. Almost none of that is coding. What actually consumes the calendar, and how to compress it honestly.
Read more →Discovery is worth paying for only if it produces documents you can hand to any developer. What those documents are, how to judge them, and what discovery costs.
Read more →Most AI proofs of concept succeed and then go nowhere. What to define before starting, what to deliberately include, and the criteria that make the result mean something.
Read more →Four terms used interchangeably that answer four different questions, cost different amounts, and fail when you build the wrong one for the question you have.
Read more →Both contract models fail in predictable ways. Which one fits which kind of work, what each does to behaviour, and the structure that avoids both failure modes.
Read more →Development companies all present the same way. The questions that separate them, the answers to reject, and what to check before signing anything.
Read more →Full rewrites are large projects, and large projects fail. How to modernize a legacy system in pieces, which piece to take first, and what it costs.
Read more →Every stage of the software development process explained by the artifact it must hand to the next one, and how to tell when a stage was skipped.
Read more →The build versus buy question asked at the right altitude: which parts of your workflow are actually differentiated, and what each answer costs.
Read more →AI app development means three separate jobs at very different prices. What each one involves, what the failure data says, and what it costs to build.
Read more →An MVP exists to produce a decision, not a product. What each phase has to deliver, what it costs, and why the 90-day MVP is a sales artifact.
Read more →Real 2026 app development cost data from Clutch and Accelerance, what actually drives the number, and the price ranges Advantch charges for builds.
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