AI App Builder for Startups: Pass the Handoff Test
The demo proves nothing. The real test of an AI app builder is whether a developer could inherit the codebase on a Monday morning — and how much it costs you to leave.
AI · · 11 min read
Practical articles on building SaaS products and custom apps with AI agents, what they really cost to run, and how small businesses ship software without a dev team.
The demo proves nothing. The real test of an AI app builder is whether a developer could inherit the codebase on a Monday morning — and how much it costs you to leave.
AI · · 11 min read
Most no-code SaaS builds work beautifully for one customer. The second paying account is what exposes the architecture you never chose. Here's how to pass that test.
SaaS building · · 11 min read
No-code wins the two weeks before launch. AI-generated code wins the week after. Here's why launch week, not build week, is the honest test.
Product launch · · 11 min read
Your agent can ship the features. It can't decide what you owe customers, regulators and tax authorities. Here's the launch checklist that actually blocks real SaaS launches.
Product launch · · 12 min read
Most custom small-business apps don't fail because the code is bad. They fail because the people who were supposed to use them went back to the spreadsheet by week three.
SaaS building · · 13 min read
Compute and storage are predictable. AI tokens are not. Here's how to model, cap and price the one line item that turns a 90% margin SaaS into a 40% one.
AI · · 13 min read
Shipping is the easy part. The real question every AI app builder for startups has to answer is what happens the night production breaks and nobody is on call.
Tech · · 12 min read
Code stopped being the bottleneck. Pricing, distribution, support and day-2 ops didn't. An honest look at what's left after the app works.
Product launch · · 12 min read
Your first enterprise buyer won't ask how you built it — they'll ask you to prove it's safe. Here's how no-code platforms and AI-generated code you own perform under that pressure.
Startup · · 11 min read
Most launch checklists are alphabetised to-do lists. Launching is a dependency graph — and doing step 4 before step 2 is what quietly costs you a week.
SaaS building · · 11 min read
Your messiest spreadsheet is already a working product spec with proven demand. Here's how to read it, convert it, and know when to leave it alone.
AI · · 11 min read
Founders budget for servers and get surprised by networking. A line-by-line look at why a small SaaS on AWS pays for plumbing long before it pays for compute.
Tech · · 11 min read
A worked example for a physiotherapy clinic: the brief in plain words, the data model in one table, the pages, deposits and reminders, running costs and a two-week launch.
SaaS building · · 10 min read
Environments, deploys, TLS, backups, monitoring and cost control: who does them when there is no DevOps engineer, what AWS charges, and when you need to hire anyway.
Tech · · 9 min read
The seven parts of a payments setup, the order to build them, how AI app builders handle Stripe, Stripe's fees, and the tests to run before you take a real card.
Product launch · · 8 min read
Ownership, export and lock-in across six AI and no-code builders: who puts the code in your GitHub repository, what export really means, and what to ask first.
Tech · · 9 min read
v0 generates a polished interface in minutes and Vercel ships it. A product also needs a backend, billing and operations. An honest comparison with public prices.
Tech · · 9 min read
Eight AI app builders for startups compared honestly: what each does, public entry prices with sources, where each leads and who should pick which. Orkosi included as one option.
Startup · · 10 min read
Bubble is a visual editor on its own runtime with no code export. Orkosi generates real code in your repository, built and maintained by agents. The honest trade-offs, with sourced prices.
Tech · · 9 min read
Replit is a cloud workspace with an agent, hosting and a managed database. Orkosi runs agents on a task board with a review gate and ships the business layer. A sourced comparison.
SaaS building · · 8 min read
Bolt.new builds a site or app from one chat with hosting, a database and Stripe wired in. Orkosi adds agents that keep working through tasks and a review gate. A sourced comparison.
SaaS building · · 8 min read
Lovable turns a prompt into a web app fast. Orkosi builds, reviews, deploys and keeps working on a product through tasks. An honest comparison with sourced prices.
SaaS building · · 8 min read
A plain definition of an AI software factory, the six-stage pipeline from brief to tasks after launch, how it differs from chat generators and IDE agents, and its limits.
AI · · 9 min read
Speed, cost, ownership, quality control and the things agents still cannot do: an honest comparison of AI agents against a human developer for a founder's first app.
AI · · 10 min read