Documentation · Overview
From idea to running software — without hiring a dev team
You describe the product you want. CogniForge designs it with you, then builds it — real code, real database, real tests — milestone by milestone, in a repository you own, on machines you control. You review and approve at every gate; the platform does the engineering in between. It's the discipline of a senior software team, available at the price of the AI calls it makes — and you can see every cent of those.
Why builders choose CogniForge
| Your problem | What CogniForge does about it |
|---|---|
| "AI code generators produce demos, not products." | Nothing lands in your repository until it passes your project's real build and test suites in clean containers — and every milestone must survive a full end-to-end run of the whole application before its pull request even opens. If it doesn't build, run, and pass, it doesn't ship. Failures are repaired automatically; the ones that can't be are surfaced with their exact reason, never hidden. |
| "I can't supervise an AI 8 hours a day." | You shouldn't have to. Approve the plan once, press Start auto-deliver, and the platform runs the backlog ticket by ticket — pausing itself at every milestone for your review, and on any failure with the reason on the board. Your involvement is a plan review at the start and one pull request per milestone. That's it. |
| "It'll look like a programmer's prototype." | Every project gets a real design system — a professional component library, a deliberate palette and typography chosen for your product, marketing-grade landing pages with hero sections, dashboards with proper stat cards and charts. Production anatomy is a platform requirement, not a hope. |
| "AI costs are a black box." | Every model call is metered to the ticket it served. Open any delivered ticket and see what it cost — typically $0.30–0.50 for a complete tested feature. Budgets and prepaid caps stop overruns cold; the Analytics page shows spend per day, agent, model, and ticket. And if you have a Claude subscription, you can route the platform through it and develop for $0. |
| "I don't want my code on someone else's cloud." | Your code lives in your Git repository and is built and tested on your machine — any box with Docker, even behind a home router (it dials out; nothing connects in). Bring your own AI keys, run local models, or use ours: your choice, per agent. |
| "Documentation is always stale or missing." | Your approved plan is preserved untouched, forever — and living "as built" documentation regenerates from the code after every merge, accumulating rather than overwriting. Six months in, a new developer (or you) can read exactly what exists and why. |
How it works — the short version
- Write a paragraph about your idea. The platform turns it into a full product understanding, an engineering rulebook, and a concrete architecture — and asks you the questions a good consultancy would. You refine in plain language and approve.
- Get a real plan, not a wish list. The approved architecture becomes a minimal board of complete, deliverable tickets — real database, real authentication, and a working vertical slice in Milestone 1. No mock phase, no throwaway work.
- Watch it ship. Auto-deliver implements, tests, repairs, and lands tickets on a milestone branch. When the milestone is done and the whole system passes end-to-end tests, you get one pull request with the evidence. Merge it, resume, repeat.
Every gate that matters stays human: document approval, milestone review, and the final merge are always yours. The platform never merges its own milestone PR.
See it for yourself
Getting started end-to-end
The whole path, in order — idea to code landing in your own repo.
Create your first project
From one paragraph to an approved architecture — usually under an hour.
Set up a build VM
Any machine with Docker. Ten minutes, no networking skills.
Develop for $0
Point the platform at your own Claude subscription.
Platform, tenant, or your subscription
Three ways to power your AI, end to end — pick what fits.