AI-powered product engineering
Your App. Live in Days. Not Months.
We're senior software architects who use AI the way it's meant to be used: to ship production-ready products at a speed traditional software houses can't touch. Real, working software in days. Not decks. Not promises. Software.
- ✓ 15 years of hands-on engineering
- ✓ Running mission-critical enterprise systems since 2017
What we do
Three Ways We Can Help.
Most clients come to us for one of these. Plenty end up using all three.
Launch a new product
You bring an idea, we ship a working product in days: your startup's first product or your company's next one. Scoped live on a call, deployed from day one, validated with real users, iterated weekly until it wins.
Accelerate an existing one
Your product exists but the roadmap crawls. We plug into your codebase, clear the debt that slows everyone down, and ship the features your users have been waiting for. Senior engineers who have run .NET, Angular, React, Node and mobile systems in production for years.
Bring AI into your business
From AI features your customers will actually use (assistants, document processing, agents on MCP) to making your whole engineering team AI-first: audit, tooling, playbook, training. You keep the speed after we leave.
Our philosophy
Speed Isn't a Feature. It's the Whole Strategy.
Products don't win in planning meetings. They win in front of users. So we get them there fast: ship in days, deliver value immediately, validate with real people, adjust, and ship again. That loop is how products win.
We've been delivering software this way for 15 years: enterprise platforms, developer tools, mobile apps and products of our own. Every project confirmed the same lesson: speed plus real user feedback beats any roadmap. That conviction is the whole company. And that's us, the two people who will actually build your product.
The comparison nobody wants you to make
The 6-Month Software Project Is Dead.
You have two options. One of them burns your budget for a quarter before you see a demo.
The Old Way traditional software house
- ✕ Weeks of "discovery workshops" before a single line of code
- ✕ Junior developers learning on your budget
- ✕ Account managers playing telephone between you and the team
- ✕ First demo? Month three. First value? Maybe never.
- ✕ Every change request priced like a hostage negotiation
The ifs&whiles Way
- ✓ A working product in your hands within days
- ✓ Senior architects direct every line, AI does the heavy lifting
- ✓ You talk directly to the engineers building your product
- ✓ Real users validating your idea from week one
- ✓ Pivots are cheap when shipping takes days, not quarters
Why we're fast
Speed Like This Isn't Magic. It's Engineering.
Experience × AI. That Is the Whole Trick.
Everyone claims they 'use AI.' The real gain is what experience squeezes out of it: after 15 years of building systems we know exactly what to build and how, so AI can boost our output ten- or twentyfold. Without that judgment, AI just produces plausible-looking debt faster.
Seniors Only. No Training Wheels.
15 years of building everything from event-sourced platforms on hundreds of microservices to lean, fast monoliths. We've seen what breaks, so we don't build it.
Zero Handoffs. Zero Telephone Games.
You talk directly to people who have written and still run multiple production applications, and who write code every single day. Fully at home on both sides of the table, business and technical. Decisions take minutes, not meetings.
Battle-Tested Stack.
.NET, Angular, TypeScript, AWS, Cloudflare: boring where it should be boring, cutting-edge where it pays off. Your product runs on technology that won't surprise you at 3 AM.
AI expertise
AI Isn't a Tool We Use. It's the Foundation We Build On.
Most agencies bolt AI onto their old process and call it innovation. We rebuilt our entire way of working around it, and we've been shipping production AI features since before it was cool. That knowledge is yours to use.
We build with AI
Our AI-first pipeline is why you get a product in days: AI agents generate, test, and refactor code around the clock, while senior architects design, direct, and review every line. Speed without the sloppiness.
We build AI into your product
An AI assistant that edits code behind a diff you approve. Receipt scanning that reads every line item and categorizes your spending automatically. A crop-care planner where AI drafts your whole season and reschedules it when life happens. Production AI, not chatbot demos.
We make your team AI-first
Adopting AI is harder than buying licenses. We audit your workflow, set up the tooling, and train your engineers to ship the way we do. Your team, our playbook, and you keep the speed after we leave.
How it works
Ship. Validate. Iterate. Win.
Software only creates value when it's in front of users. So that's where we put it, fast. Then we make it better every single week.
Book a call today
Bring your idea. We scope it live on the call. No 40-page proposals, no procurement theater.
Working product in days
Not mockups. Not wireframes. A real app you can click, test, and put in front of investors.
Validate with real users
Launch to real users immediately and learn what actually matters, before you burn serious budget.
Iterate weekly
We modify, extend, and polish in tight weekly loops. Every week ends with something shippable. Then we go again.
↻ Then the loop repeats, until your product wins.
Proof of work
We Don't Just Talk. We Ship.
Products our team has shipped: developer tools, mobile apps on both stores, and self-hosted platforms that companies run on their own infrastructure. Same people, same AI-first pipeline, same speed we'll build yours with.
Requely
Dead letters under control. Requely watches every RabbitMQ and Azure Service Bus error queue you have, alerts the second a message fails, and turns hours of manual recovery into one click: inspect, fix, retry. Self-hosted, with a built-in MCP server that puts AI on triage duty. Available now.
Harvo
AI crop-care planner for iOS and Android. Tell it what you grow and AI drafts the entire season: spraying, watering, fertilizing, harvest, with exact doses and dates. Miss a task? Harvo replans everything that depends on it and asks for your approval. Snap a photo of a sick plant and AI diagnoses it.
NaCoPoszło
AI receipt scanner for iOS and Android: snap a receipt and AI reads every line item to the penny and categorizes it into your budget, learning your habits as it goes. Shared family budgets, offline-first, syncs the moment you are back online.
AI Code Editor
A production AI code editor built on Monaco, the engine behind VS Code, with a custom ANTLR4 language engine: context-aware autocomplete, real-time validation, and AI assistance with diff-based approval. Embeddable in any framework as a web component.
PlikShare
Self-hosted file-sharing platform: unlimited users, flexible storage, secure external collaboration. Open source with 100+ stars on GitHub.
The team
Meet the People Who'll Actually Build Your Product.
No account managers, no middlemen. You work directly with the two people who run the company and still write the code every day.
Filip Paluch
Co-founder · Software Architect
Full-stack architect who's built everything from massive distributed systems on hundreds of microservices to lean monoliths designed for speed. Creator of Harvo, an AI crop-care planner for iOS and Android. Lives by one rule: the fastest way to learn what a product needs is to ship it.
Damian Krychowski
Co-founder · Software Architect
Backend and frontend specialist who treats simplicity as an engineering discipline: every clever pattern and every extra layer of abstraction is a maintenance bill someone pays later. Believes software should be built fast, in short iterations, deliver value from day one and stay easy to maintain for years.
The arsenal
Any Stack. Mastered.
AI makes us fast. Fifteen years of production experience makes us right. The technology we've shipped and run at scale:
Since 2017, an enterprise software company from Ireland has trusted us with the core of their product suite: architecture, team leadership, and mission-critical delivery.
Eight years. One client. That's what happens when you deliver.
Straight answers
Questions You Should Be Asking.
Can AI-written code really be production quality?
Yes, when senior architects direct it, review it, and test it. AI gives us the speed; 15 years of running production systems for enterprise clients gives us the quality bar. Every line is reviewed by an architect and hammered by a dedicated QA engineer before it ships.
How can you be so much faster than a software house?
Simple math. No juniors to train, no project managers to sync, no handoffs between departments. Two senior architects with an AI-first pipeline and a dedicated QA: decisions in minutes, code in hours, product in days.
We're not a startup, we already have a product and a team. Is this for us?
Absolutely. A big part of what we do is helping established companies: accelerating development of existing products, modernizing systems, adding AI features, and launching the next product alongside the core one. We plug into your team or work as a self-contained unit, whatever moves your roadmap faster.
What happens after launch, what if I need changes?
That's not a problem, that's the plan. Shipping fast means we expect to learn and adjust. We iterate in weekly loops: you validate with real users, we modify, extend, and polish. Change is cheap when shipping takes days.
Who owns the code?
You do. Full IP transfer, your repositories, your infrastructure, complete documentation. No lock-in, no ransom. We win by being fast and good, not by holding your product hostage.
Can you help our existing team adopt AI?
Absolutely, it's one of the things companies hire us for. We audit your development workflow, bring our AI-first playbook, set up the tooling, and coach your engineers until shipping fast is their default. You keep the speed after we leave.
What does it cost?
Less than three months of a software house burning your budget on discovery workshops. Book a free call and we'll scope your project live and give you a clear, transparent price on the spot.