ai-native engineers

Oneengineer.Ateam'sworthofshipping.

Exit Code is a senior, AI-native engineering team. Embed our engineers in yours, hand us a turnkey MVP, or bring us in as your fractional CTO — delivered with the discipline that makes shipping repeatable, not lucky.

Start shipping →See how it works

  • One AI-native engineer delivers the scope a 3–5 person pre-AI team used to.

    Based on our engineers' typical throughput on greenfield product work; results vary by scope.

  • Hiring an engineer takes months. Yours starts building the week you sign.

01why_exit_code

Anyonecanvibe-code.Weship.

Five reasons founders and teams pick us over agencies, freelancers, and slow in-house hiring — whether you embed our engineers, hand us the build, or bring us in to lead.

An engineer who orchestrates a team of agents.
Not a coder with a chatbot. A senior engineer who plans the work, delegates to AI agents running in parallel, and reviews every line before it ships. You get the leverage of a team from the accountability of one person.
Predictable output — not a coin flip.
Vibe-coding gets you a demo. It doesn't get you a codebase you can raise on. Our engineers ship with tests, architecture, and review built in — so "it works" means it keeps working.
We bring the engineering culture with us.
The reason shipping stays reliable isn't the AI — it's the discipline around it. Every engagement embeds the standards, review habits, and delivery cadence that make repeatable shipping a system, not a hero effort.
One person, a team's throughput.
AI-native workflows turn serial work into parallel pipelines. One engineer delivers what a pre-AI team of 3–5 used to.
Built for founders with a runway, not a budget line.
Senior judgment at a fraction of a full team's burn. Cost is the bonus, not the pitch.
02what_we_do

Fivewaystoworkwithus

Embed our engineers in your team, hand us the whole build, or bring us in for the technical calls that matter. One standard of senior, AI-native output — shaped to how you need it.

01Staff augmentation

AI-Enabled Engineers

Senior engineers who ship at team velocity — embedded in yours, with AI in the loop.

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02Staff augmentation

Design Engineers

Hybrid designer-engineers who own the surface — from Figma to production frontend.

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03End-to-end delivery

MVP Turnkey

Idea to shipped MVP, end to end — with a labor-for-equity option for the right startups.

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04Technical leadership

Fractional CTO

Part-time senior technical leadership — architecture, hiring, roadmap, and standards.

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05Delivery for established businesses

Custom Software

Reliable delivery for established businesses — internal tools, integrations, modernization.

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03how_we_work

Howweship

No process theater. No six-week onboarding. Here's what an embedded engagement looks like — turnkey MVPs and fractional CTO work run on the same standards.

Embed, not onboard

Your engineer joins your Slack, your repo, and your standups from day one. They ramp on the codebase fast — without the drawn-out onboarding or knowledge-transfer marathons — and start shipping alongside your team.

Agent-orchestrated execution

Every feature goes through an agent-orchestrated workflow: requirements parsed, parallel agents spun up for tests, docs, and edge-case detection — with your engineer driving the architecture and owning the output. Faster velocity. Higher quality bar than a traditional team.

Startup cadence

Weekly syncs, async-first, no overhead. Your engineer treats your fundraising deadline like their own — because early-stage stakes are the only stakes they know.

Ownership, not tickets

Our engineers don't close tickets. They own outcomes. When something breaks before your investor demo, they're already on it. No escalation chains. No account managers. Just the engineer.

04how_we_think

Howwethink

01
No vibe-coding. Ever.
AI writes a lot of our code. None of it ships unreviewed. That's the whole difference. Every line is reviewed, tested, and owned by a senior engineer who has been burned by technical debt before and will not let it happen to you.
02
Senior judgment, AI leverage
We hire engineers with 8–15 years of battle scars — people who've shipped at scale and know exactly what happens when production breaks at 2am. Then we hand them a pipeline of AI agents to orchestrate. The instincts are human. The throughput is superhuman.
03
Startup-first, not startup-only
We exist for founders at the edge of their runway — people who need to ship before the window closes. That urgency is our default gear, and it's the same gear we bring to established businesses that need real software delivered reliably. Not agencies that charge for project management. Just the work.
04
Ownership over process
We measure ourselves on what ships to production, not what gets documented. If something breaks, we fix it before you know it's broken. No "that's outside scope." No ticket backlog.
04team
Dmitry Demidenko
Dmitry Demidenko
Founder & CTO
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15 years building engineering organizations inside venture-backed startups. Most recently CTO at getquin — scaled from zero to 40 engineers across 6 teams, through Series B at a $90M valuation. Now applying the same playbook, with engineers who orchestrate AI agents.

✓0 → 40 engineers, 6 teams, Series B exit
✓Agentic-first engineering org design
✓Advisor to early-stage startups
05contact

Tell us what you're building.
We'll tell you how we'd ship it.

Describe what you're building and when you need it live. We'll match you with the right engineer within 48 hours — no commitments, no sales deck.