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Custom AI Automation for Businesses

Tell us the work that's eating your time. We build the AI workflow, chatbot, or app that handles it — connected to the tools you already use, at a fixed price.

Backed by 4 years of studying how large open-source projects are built. Read our work before you book.

Find out what AI can automate in your business

Free 30-minute call. Tell us what's slowing you down — we'll map the fix and follow up with a fixed price.

Proof

Our portfolio is the proof

Two products we built ourselves, and how they work under the hood.

Content platform

How the Think Throo blog is built

Writers work in an editor, not in code. Every article is pre-built for speed and ships with search and social-sharing previews.

  • Articles are written in a hosted editor (Sanity) — no code needed to publish.
  • Each article is pre-built as a static page, so it loads fast.
  • The sidebar, table of contents, and sharing previews generate themselves from the content.
  • Email sign-up and in-article prompts capture readers who want more.
Next.jsSanity CMSTailwind CSSSupabase

The same approach works for your site: your team updates content from a simple editor, and visitors get fast pages.

AI agents

How the Think Throo software factory is built

AI agents take a written task and hand back a pull request to review, with a person in control at every step.

  • Assign a task to an agent. It plans, writes code, adds tests, or reviews a pull request.
  • Agents run on a machine you control — nothing executes on our servers.
  • Every step is recorded in a transcript you can follow. You set how much freedom the agent has, and it stops to ask when something's unclear.
  • A companion GitHub app reviews pull requests against codebase-architecture standards.
Next.jstRPCPostgresClaude CodeGitHub AppUpstash

The same pattern works for your business: AI does the task, shows its work, and checks in before it matters.

Even the form on this page is a small automation: your details reach our team instantly, then you pick a time on our calendar.

Research

Dig into the work itself

Blog

We study real open-source codebases and write about the patterns, best practices, and code quality behind them.

1,000+ monthly readers · 150+ signups

Skills library

Skills built from real codebase architecture patterns.

20+ skills for codebase architecture

Codebase architecture breakdowns

Real production codebases, studied in detail.

6+ open-source codebases studied

Get started

Find out what AI can automate in your business

Free 30-minute call. Tell us what's slowing you down — we'll map the fix and follow up with a fixed price.

Offer

Start with a fixed-price pilot

  • One automation, AI workflow, chatbot, document search, or app feature — clearly scoped
  • Connected to your tools or data where needed
  • Delivered with docs, or kept running with ongoing support

Projects start at $2,000

Fixed price, agreed before any work starts. Typical pilot: 2-4 weeks.

Process

How it works

1

Scoping call

30 minutes on a call. You describe what you need, we confirm feasibility and rough timeline.

2

Fixed-scope proposal

A short written proposal: scope, timeline, fixed price. No hourly surprises.

3

Build and demo

We build in short checkpoints and demo progress on calls during US hours.

4

Handover or iterate

You get the code, docs, and a walkthrough. Keep us on, or take it in-house.

FAQ

Frequently asked questions