AI Features That Actually Work in Early-Stage Products, and Ones That Do Not
The AI features that reliably deliver value in a first release, the ones that reliably disappoint, and what separates them.
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29 posts on Founders.
What Data You Need Before AI Can Help Your Business
Which AI features need your data and which do not, what counts as enough, how to get it if you have none, and the data hygiene that makes AI possible later.
Read moreHow to Launch an App: A Checklist for the Four Weeks Around Launch Day
What has to be true two weeks before, on the day, and two weeks after, with the technical, legal and marketing items most founders discover too late.
Read moreHow to Get Your First 100 Users Without a Marketing Budget
The first hundred users come from work that does not scale: conversations, communities, partners and personal outreach. Here is how to do that work, and what each user should teach you.
Read moreWhich Metrics to Track After Launch, and Which to Ignore
The five numbers that tell a founder whether a new product is working, the vanity metrics that hide the truth, and how to instrument them before launch.
Read moreWhy Startups Fail: The 10 Reasons, and Which Ones Are Actually Avoidable
The reasons that top every post-mortem analysis, sorted by how much a founder can do about them, with the specific decision that prevents each one.
Read moreWhy Apps Fail After Launch, and What the First 90 Days Should Look Like
Launch is where most app failures actually happen. The five post-launch failure patterns, and a week-by-week plan for the ninety days that decide the product's future.
Read moreWhat Is a Backend? A Plain-Language Explanation for Founders
The part of your product users never see, what it does, why it is often half the budget, and the questions to ask about it.
Read moreWhat Is a Frontend? The Part of Your App Users Actually Touch
What the frontend covers, how it relates to design and to the backend, and why one product can have several.
Read moreWhat Is an API? Why It Matters More Than Any Other Technical Term
The one technical concept every founder should understand: how software talks to software, and why it decides what your product can connect to and grow into.
Read moreWhat Is a Tech Stack, and Does a Founder Need to Choose One?
What the phrase covers, what actually matters about it for a non-technical founder, and the one thing you should insist on.
Read moreWhat Is a Database? Where Your Product's Data Lives
What a database is, why its design in the first release matters for years, and the questions about backup, ownership and privacy every founder should ask.
Read moreWhat Is Cloud Hosting, and What Will It Cost You?
Where your product actually runs, what the cloud bill covers, typical monthly costs for an early product, and the account ownership rule that is not negotiable.
Read moreWhat Is a Functional Prototype, and When Do You Need One?
The difference between a clickable prototype and a functional one, what each proves, what they cost, and how a functional prototype becomes the first slice of the real product.
Read moreWireframe, Mockup and Prototype: What Is the Difference?
Three words that get used interchangeably and mean different things, what each is for in a project, and which one you should be reviewing at each stage.
Read moreHow to Raise Money With Only a Prototype
What a prototype can and cannot prove to an investor, the evidence to pair it with, and how to run a pre-seed or seed process when the product is not built yet.
Read moreWhat Investors Want to See in Your Tech Before a Seed Round
The technical questions that come up in seed due diligence, what a good answer looks like from a non-technical founder, and how to prepare in a week.
Read moreIntellectual Property Basics for App Founders
Copyright, trademarks, patents and trade secrets explained for software, what each protects, what it costs, and the five documents that secure your product's IP.
Read moreHow to Fund Your First App Build: Seven Options Compared
Bootstrapping, pre-sales, grants, angels, accelerators, loans and partner financing, compared on cost, speed and control, with the combination that suits most first products.
Read more20 Questions to Ask Before Hiring an App Development Company
The questions that separate a partner from a build shop, grouped by what they reveal, with the answers you should hope to hear and the ones that should worry you.
Read more12 Red Flags in a Software Development Proposal
The warning signs that show up in the document before they show up in the project, and what a healthy proposal looks like instead.
Read moreMobile App or Web Platform: Which Should You Build First?
A decision framework for the first big platform choice, the cases where each is clearly right, and the middle option most founders overlook.
Read moreI Have an App Idea. What Do I Do First?
The first five steps after the idea, in order, and the two things most founders do first that they should do last.
Read moreHow to Validate a Startup Idea Before Writing Any Code
Five validation methods that cost days rather than months, how to run customer interviews that tell the truth, and the signals that mean you are ready to build.
Read moreHow to Write an App Brief When You Are Not Technical
A brief template any founder can complete without technical knowledge, what to leave out, and how a good brief gets you better quotes and a better product.
Read moreWhat Is an MVP, and What Should Yours Leave Out?
A plain definition of a minimum viable product, the features founders almost always include too early, and a method for deciding what makes the first release.
Read moreHow Much Does It Cost to Build an App in 2026? A Founder's Guide
Realistic 2026 price ranges for simple, mid-complexity and complex apps, what drives the number up or down, and the costs that arrive after launch.
Read moreHow Long Does It Take to Build an MVP?
A phase-by-phase MVP timeline, the things that quietly add months, and what you should be doing while your product is being built.
Read moreWhat a $20k, $50k and $150k App Budget Actually Buys You
Three realistic budgets, what each one includes and leaves out, and the kind of product each is right for. Plan the budget around the outcome, not the other way round.
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