Clicky GroupB Corp Certified
Clicky Group / Field notes / Sprint Studio
Sprint Studio

An AI-native dev studio in 2026: why now, and what we're betting on.

The dev-shop model has been broken for a while. Agentic tooling is the first thing that's actually changed the unit economics — here's the thesis behind Sprint Studio.

The dev shop, as a business model, has been quietly broken for at least a decade. The maths just about worked when senior engineers cost what mid-weights cost now, and clients had patience for projects that took six months to ship something a bored CTO would call "fine." Both of those things stopped being true a long time ago.

What we have instead is a market where clients want production software in weeks, engineers worth hiring don't want to spend their lives in a Jira queue, and every studio of any size has been sustaining margins on either offshoring, scope creep, or both. None of those are stable foundations.

And then, sometime in the last eighteen months, the floor moved.

What actually changed.

It is fashionable to be cynical about AI's effect on software engineering, and most of that cynicism is warranted when you're looking at the marketing. The dev tools page on every cloud company's website now claims agentic productivity gains that, if real, would have already collapsed half the consultancies in the FTSE 250.

The reality on the ground, in our experience working with senior engineers using these tools daily, is more interesting and more boring than the marketing.

It's more boring because the gains are mostly mundane: less typing, faster scaffolding, fewer dropped imports, less time spent on the kind of code that has a clear right answer and just needs to be produced. None of that, on its own, would justify a new studio.

It's more interesting because of what's underneath the boring gains: a real shift in what a senior engineer's day looks like, and therefore in what they can deliver in a calendar week. Not a 10x improvement — that number is fan fiction — but consistently a 1.5–2.5x effective output, with most of the recovered time going to the parts of the job that humans are genuinely needed for. Architecture. Trade-off conversations. Knowing when not to write the code.

The thesis isn't "AI replaces engineers." The thesis is "AI changes which engineers, and how many, you actually need on a project to ship it well."

That second framing is the one we're betting Sprint Studio on.

What Sprint Studio is, and isn't.

Sprint Studio is a development studio operated like a senior product team. Small senior pods (2–3 engineers, a designer, a founder-on-rotation), agentic tooling fully in the loop from day one, scoped engagements measured in weeks rather than quarters.

It is not:

  • A staff-augmentation business. We don't sell engineer-hours by the month.
  • A "vibe-coded MVP factory." We're shipping production software with the operational hygiene a real product needs.
  • A name-only operation that hands the brief over to people you'll never meet. Every engineer on the pod is senior and on the project.

What it is built for: founders and product teams who need to ship something real, fast, and well — and have figured out that the bottleneck is rarely "more developers." It's the right developers, supported by tooling that lets them spend their time on the parts of the work that mattered all along.

How the unit economics actually work.

The honest answer to "why now?" is that this kind of studio didn't pencil out before. Senior engineers cost what they cost; an agentic-assisted senior engineer is producing meaningfully more value per week without costing meaningfully more. That delta is what makes a fixed-price, scope-shaped engagement viable for the kind of work that used to default to time-and-materials.

It also means we can take a different shape of risk. A growing share of Sprint Studio engagements will be priced partly on outcome — equity, revenue share, deferred fees — because the cost base supports it. That isn't a model we'd run with a thirty-engineer London studio on traditional unit economics; it might be the most interesting thing we get to build at this scale.

What we're not pretending.

A few things worth being honest about, because this space is full of people who aren't:

1. Tooling will keep moving.

Whatever stack we describe today will be partly obsolete by the time the studio is two years old. We've built the operating model with that in mind. The tooling layer is meant to be replaceable.

2. AI doesn't change the hard parts of building software.

It changes the typing parts. The hard parts — knowing what to build, knowing when you're wrong, knowing how to keep a system understandable as it grows — are still the human bits, and we're still hiring for them.

3. "AI-native" is mostly marketing.

If a studio's pitch is "we use AI" rather than "here's the work we shipped, here's the engineer who shipped it, here's how long it took" — be suspicious. We'll be asked to put up the second one and we'd better be able to.


Sprint Studio is in the process of forming as we write this. The first engagements will start in 2026, mostly with clients that have come in through the rest of the group. If you're a founder thinking about the kind of build we'd be a good fit for — production software, real users, weeks-not-quarters — we'd genuinely like to hear from you, even if it's just to compare notes on what's working.

The studios in this group don't grow by waiting. They grow when there's something worth building.