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.
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.
Every engagement is led by people who have shipped production systems. No layers, no leakage, no learning on your dime.
Our proprietary spec format is the contract — machine-checked, executable, and the source of truth for every PR, doc, and review.
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.
From a one-pager to a shipped MVP in weeks, not quarters. Senior engineers, our in-house AI tooling, your domain.
Applications whose core behavior is intelligent. Not chatbots glued onto legacy code — systems architected with AI logic at the heart.
When your team needs more firepower. We plug into your stack and ship features alongside your engineers — at 10Files velocity.
Recruitment, headhunting, and embedded hiring for engineering teams. Run by engineers and ex-hiring managers. The permanent-hire arm of the family.
Visit 10Folders →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
fig. 02 — agents orbit a reasoning core; the system observes itself and decides what to ship next.
48h discovery — your stack, your data, your hardest path. Output: a spec and a number, not a slide.
Spec → schemas → agents. Models, tools and evals chosen before a line of product code.
Daily PRs against the spec. Auto-docs, auto-tests, observability live from day one.
Every engagement feeds our internal tooling. The next build starts faster than the last.
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.