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Capabilities

Stop losing engineering hours to work a tool should do.

Custom developer tooling, from semantic code search to data pipelines, built around how your team actually works.

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Who it's for

Engineering teams and technical founders slowed down by manual steps, scattered knowledge and glue scripts nobody owns.

Business outcomes

  • Your team finds the right code and answers without digging through the repo.

  • Repetitive steps become automated pipelines that run without a human babysitting them.

  • The tool fits your stack and habits, so people actually adopt it.

What you get

  • A tool scoped to one painful, repeated task

  • Semantic search or automation tailored to your codebase and data

  • Clean, documented code in your repository

  • A handover so your team can extend it

Products

Selected work

How It Works

Describe your problem. Get a working system.

  1. Strategy

    Your goals get mapped to what is actually worth building and why it moves the business, before any code gets written.

  2. Build

    Your product gets designed and built across the full stack, with every decision from architecture to interface staying accountable to your outcome.

  3. Deployment

    Your idea moves from first concept to production, remote-first, with clear async communication and regular deployment checkpoints.

Frequently Asked Questions

What kind of developer tool do you build?
A tool scoped to one painful, repeated task: semantic search across your codebase, a data pipeline, or an automation tailored to your data.
Who owns the code?
The code is delivered clean and documented in your own repository, with a handover so your team can extend it.
Can AI coding agents be used safely on my codebase?
Yes, with limits set first: one rules file every tool reads, hooks that block destructive commands, and gates that AI written code must pass. The guides on engineering gates and agent assisted development cover the method.

Guides & Tools

Latest videos

Which task should disappear first?

Describe the step your team repeats the most. I tell you if a tool is the right fix.

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The Compounding Edge

Frameworks, case studies, and deployment lessons from AI and automation projects, straight to your inbox.

The agency behind the work

Turn what you read here into a system you own.

AI agents and custom software for real estate and relocation teams. Built by operators, not consultants.