YATFA — a complete AI software team that builds, reviews, and ships for you

The 30-second version

You decide what to build. Describe it in plain words.
It builds it. Following your standards, with checks that it works, ready for you to review.
It checks its own work. Every change is reviewed before it reaches you.
You approve. Nothing ships without your say-so.
It improves things on its own. Catching problems and suggesting ideas you didn’t think to ask for.

The problem YATFA solves

If you’ve spent time around software, this will sound familiar.

You have a product to grow and a list of features customers are asking for. But everything takes longer than it should. A simple idea turns into a week of back-and-forth — someone writes the requirements, someone picks up the work, someone reviews it, someone waits for feedback, someone ships it. Most of the time isn’t spent creating. It’s spent waiting, coordinating, and re-explaining the same thing to different people.

Meanwhile, the list of small problems you’ll “fix later” keeps growing. Corners get cut when deadlines loom. Documentation goes stale. And when the people who know why things work a certain way move on, that knowledge walks out the door with them.

The bottleneck isn’t the people. It’s the process around them.

Meet your AI team

YATFA isn’t a single tool that helps someone type code faster. It’s a full team of specialized members, each with a clear job, all working together.

The Planner — turns your ideas into a plan

You describe what you want — in a conversation, in everyday language. The Planner asks the right questions, helps you think it through, and turns your idea into a clear, organized plan: what needs to happen, in what order, and what “done” looks like for each piece.

You don’t need to write perfect specifications. Just describe the outcome you want.

The Worker — writes the software

Once the plan is set, the Worker gets to work. It studies how your product is built today so that what it creates fits in naturally — matching your style and the patterns you already use. It writes the change, adds checks to make sure it works, and prepares it for review.

It does this on its own, picking up the next task as soon as the last one is done. You don’t assign work or manage anyone’s time.

The Reviewer — checks every change

Every change the Worker finishes gets a thorough check before it reaches you. The Reviewer looks for mistakes, missing pieces, and anything that doesn’t meet your standards. If something’s off, it goes back with specific notes and gets fixed. If it’s good, it’s ready for you.

The Reviewer never gets tired, never skips the boring parts, and never rushes because it’s late on a Friday. Every change gets the same careful look, every single time.

The Researcher — makes your product better on its own

This is the part most teams can’t afford to do. The Researcher constantly looks at your product for ways to make it better — small problems before they grow, missing checks, outdated documentation, things that could be faster or cleaner. It can even suggest new features you might want to build.

When it finds something, it writes up a clear recommendation: what it found, why it matters, and what to do about it. You approve the ones you like; the rest happens automatically.

The result: your product gets a little better every week, even when you’re focused on something else entirely.

How it works, day to day

1

You describe what you want

In plain language, the way you’d describe it to a colleague.
2

The Planner turns it into a clear plan

Organized, with the order and what “done” means for each piece.
3

The Worker writes the change (and checks it)

Following your existing patterns, with tests that it works.
4

The Reviewer inspects the work

Mistakes, missing pieces, conventions — the same careful look every time.
5

You take a look and approve

A quick check before it ships. Nothing moves without you.
6

It ships

Your change is live. Dependents unblock automatically.

That’s it. You’re involved at the start (what to build) and at the end (a quick check before it ships). Everything in between happens on its own.

And while all that is happening, the Researcher is running in the background, finding the next thing worth fixing.

Use it your way

Running autonomous agents is optional. The platform below is a complete toolset on its own — run the whole team, a single agent, or none at all.

No agents

Just the platform

Tickets, proposals, roadmaps, a versioned knowledge base, semantic memory, MCP tool access, GitHub integration, and a real-time dashboard. Drive it from the web UI or any MCP client. A complete workspace for software work — no autonomous agent required.

Some agents

Assisted

Turn agents on for the work you want help with — a Reviewer that checks every pull request, a single Worker for routine changes — and keep the rest manual. You choose which agents run and how much they do.

Full team

Autonomous

The whole team plans, builds, reviews, ships, and improves — with you setting direction, approving what matters, and merging. Everything in between happens on its own.

What makes YATFA different

A team, not a typing helper. Most AI tools help a person write something a little faster. YATFA is the team — it plans, builds, checks, and improves. You’re not working alongside it. You’re directing it.

It keeps moving without the usual handoff delays. While your agents run, work progresses without waiting on a reviewer’s calendar, so changes are ready when you next check in.

It remembers. Every decision, every fix, every “here’s why we do it this way” gets captured and shared across the whole team. When someone leaves your company, that knowledge stays. Your product literally learns over time.

It improves things without being asked. You don’t have to carve out time for “cleanup weeks.” The Researcher is always on it.

It fits into what you already have. It works on the product you’ve already built — not just brand-new projects. It reads what’s there and follows the patterns you’ve already established.

What you get

More shipped, faster. Ideas move from “we should build that” to “it’s live” in a fraction of the usual time.
Consistent quality. Every change is checked the same careful way, every time — no weak reviews because someone was swamped.
Less waiting. No more days lost waiting for a teammate to be free to look at your work.
A product that improves on its own. Small problems get fixed before they become big, expensive ones.
Your team freed up. Your people spend their time on the creative, strategic work that actually needs them — not on routine changes.
Knowledge that stays. What your team learns gets captured, so the next person (human or AI) starts with a head start.
It watches the boring stuff so you don’t. It keeps an eye on things like your automated checks (CI) — when they break, a bug is filed automatically; when they recover, it’s closed. You hear about real problems, not every blip.

You stay in control

This matters, so it’s worth saying clearly:

Nothing ships without you. Every change waits for your approval. You’re the final decision.
You set the direction. You decide what’s worth building. YATFA handles the how.
You approve improvements. When the Researcher suggests changes, you pick the ones that make sense for your product.
It’s safe by design. All the work happens in a sealed-off environment — it can’t touch anything you haven’t authorized.
You can always undo. Every change is a clean, reversible step. If something’s not right, it’s easily rolled back.
It tells you when something needs you. You get a heads-up — not a stream of noise — when work stalls, jobs fail, or the team is out of balance, so you can step in before small issues grow.

If anything ever gets stuck or unclear, it gets flagged for you rather than handled quietly. You’re never surprised.

Who it’s for

Founders and solo builders

You have the vision but not the team. YATFA is your engineering team — you focus on customers and strategy, it focuses on building.

Product managers

Your roadmap is bigger than your engineers’ capacity. YATFA clears the routine work off the queue so your team can focus on the hard problems — and everything ships to a consistent standard.

Engineering leaders

Your talented people are stuck reviewing routine changes and chasing old problems. YATFA handles that so your team does higher-value work and ships faster without burning out.

Agencies and consultants

You juggle multiple clients and quality is inconsistent across them. Each project gets the same careful, always-on attention.

Getting started

You don’t need to be technical, and there’s nothing complicated to install.

1
Join the waitlist — access is granted in batches, then you create a project.
2
Connect your product — point YATFA at the software you want it to work on.
3
Tell it what to build — in plain language, the way you’d describe it to a colleague.
4
Review and approve the changes it brings you.
5
Ship.

Once you have access, most teams see their first finished, ready-to-release change in a few hours.

Questions people ask

Is this a replacement for my developers?

No. Think of it as a whole support team that takes the routine, time-consuming work off their plate, so your people focus on the creative, high-judgment work that actually moves the business forward. It amplifies your team; it doesn’t replace them.

How is this different from ChatGPT or tools like Copilot?

Those are assistants — they help a person write something. You still have to do the work, guide every step, and check every result. YATFA is the team. You say what you want; it plans, builds, checks, and delivers finished work for you to approve. It’s the difference between a helpful calculator and an accountant.

Is it safe?

Yes. Every change is checked before you see it, and nothing ships without your approval. All the work happens in a sealed environment, and every change is fully reversible.

Does it work on the product we already have?

That’s actually where it shines. It reads your existing product, follows your patterns, and fits new work in naturally — no need to start from scratch.

Do I need to be technical to use it?

No. You describe what you want in plain language and approve finished work. If you can describe a feature to a colleague, you can direct YATFA.

How fast is it, really?

Much faster than the usual build → wait for review → revise → wait → ship cycle. You’ll typically have ready-to-review changes within hours, not days.

What if it gets something wrong?

It checks its own work before you ever see it, and you have the final say. If something’s not right, you simply don’t approve it — and every change can be undone.

Will it work the way my team works?

Yes. It follows your existing standards and practices, and because it remembers what it learns about your product, it gets more in tune with how you do things over time.

What does it cost?

Far less than growing your team — and it’s available immediately, with no hiring, onboarding, or ramp-up time. See the latest pricing on the site.

The bottom line

Most of the time and effort in building software isn’t the creative part. It’s the coordination, the waiting, the checking, and the catching up. YATFA handles all of that — automatically, while your agents run.

You decide what to build. It builds it, checks it, and improves it. You approve. It ships.

Your product gets better every week. Your team focuses on what matters. And work that used to take a week starts taking a day.

Join the waitlist Read the Technical Overview

An AI software team that builds for you.