10files · studio · v2.1est. 2024 — berlin · madrid
$10Files

Precision engineering, AI-accelerated.

We build production-grade software with intelligence at the foundation. Not as a plugin. Not as a feature. As a core part of the system itself.

2–3×
velocity vs. industry baseline
14d
median MVP cycle
ai loops in the stack
~/10files/studio.sh
$ 10files init # engagement boot
calibrating to your stack… [ok]
loading senior engineers… [6 online]
attaching ai tooling… [ready]
$ source --scope 'mvp' --horizon '3w'
spec → architect → ship · eta = 21d
$ 10files deploy engineers --short-term
> Precision engineering. AI-accelerated.
[░░░░░░░░░░░░░░░░░░░░░░] 00/21d
// stack  ts · py · go · rust · next · rsc · postgres · redis · awsscroll
01// philosophythesis · 1 of 1

Software designed around intelligence, not intelligence bolted on top.

// principle
The AI is the architecture

Reasoning, retrieval and adaptive control are first-class primitives — wired into the data model and the request path, not tacked on as a chat surface.

// principle
Senior engineers

Every engagement is led by people who have shipped production systems. No layers, no leakage, no learning on your dime.

// principle
Specs over slides

Our proprietary spec format is the contract — machine-checked, executable, and the source of truth for every PR, doc, and review.

// principle
Velocity is a system

The 2–3× is not heroics. It’s an in-house stack: prompts, harnesses, eval suites, code-gen, observability, and humans who own the loop.

fig. 01 — intelligence sits at the layer where the system makes decisions.

02// services3 of 3

Three ways to ship.

A
// rapid app dev

Rapid Application Development

From a one-pager to a shipped MVP in weeks, not quarters. Senior engineers, our in-house AI tooling, your domain.

  • MVPs in 4–8 weeks, not months
  • Next.js / RSC frontends
  • Scalable backend services
  • Automated documentation + QA
  • Legacy modernization & refactoring
// best forFounders and product teams who need v1 in market — fast, and built to grow.
fixed-scopemilestone-billedengineer-led
B
// ai engineering

AI-Native Product Engineering

Applications whose core behavior is intelligent. Not chatbots glued onto legacy code — systems architected with AI logic at the heart.

  • AI-powered backends
  • Adaptive, stateful workflows
  • Agent-driven automation
  • Knowledge-engineered decision layers
  • Evals & observability baked in
// best forTeams whose product only makes sense if the model is in the critical path. Diligence-grade reliability.
scoped engagementco-designed specowns the loop
C
// embedded pods

Embedded Engineering Pods

When your team needs more firepower. We plug into your stack and ship features alongside your engineers — at 10Files velocity.

  • 2–5 engineer pods
  • Integrated into your Slack / ATS / Linear
  • AI tooling travels with the team
  • Velocity reports, not status calls
  • Knowledge transfer baked in
// best forSeries A–C product orgs that need to ship more, faster, without adding permanent headcount.
monthly retainernamed pod leadswap-protected
03// sister companypart of the 10x family
// 10folders

finds the people.

Recruitment, headhunting, and embedded hiring for engineering teams. Run by engineers and ex-hiring managers. The permanent-hire arm of the family.

Visit 10Folders
// 10files

delivers the work.

Contractors, freelance specialists, and managed engineering teams. MVPs, AI products, automation, and software delivery — when you need work shipped, not people hired.

Start a project

10folders ⌁ 10files same family · two operating modes

04// how it runssystems · pipeline · agents

The stack thinks for itself.

fig. 02 — agents orbit a reasoning core; the system observes itself and decides what to ship next.

  1. 01
    Calibrate

    48h discovery — your stack, your data, your hardest path. Output: a spec and a number, not a slide.

  2. 02
    Architect

    Spec → schemas → agents. Models, tools and evals chosen before a line of product code.

  3. 03
    Ship

    Daily PRs against the spec. Auto-docs, auto-tests, observability live from day one.

  4. 04
    Compound

    Every engagement feeds our internal tooling. The next build starts faster than the last.

05// ready when you are

Let’s talk about your hardest build.

30 minutes with a founder. We’ll tell you whether we can help, whether you should build in-house, or whether to wait. No deck. No pitch.

// book a calibration call · 30 min
hi@10files.com linkedin.com/in/victorcstn
─── thirty-minute increments · no obligation · we sign nda first ───