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Notes from our engineers

Practical engineering writing from the team — security, performance, tooling and the things we run into on client projects. Mostly Ruby on Rails, because that's where our engineers are deepest.

Latest · Engineering

How to write an implementation plan your team can trust

What every implementation plan for a Rails feature must have, from the decisions only people can make to safe migrations, testable acceptance criteria and a sign-off, and how to make your team follow it every time with questions, settings and guards in code.

06 October 2026 · 11 min read

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  • AI Engineering

    Where Is the Engineering Work Now? Redesigning Development Around AI

    Agents already write most of the code in a sprint, yet we still run it as if every developer types their own ticket. Where the real engineering work is today, and what changes when you redesign the process around AI.

    02 October 2026 · 5 min read

  • Gems

    The agents write the code. Your team decides what gets built.

    plan_driven is an open source Ruby gem that takes a Rails feature from an approved implementation plan to merged, tested pull requests, with one Cursor agent per ticket and guards written in Ruby at every step.

    30 September 2026 · 17 min read

  • Gems

    You don't need a heavy agent to count your customers

    rails_agent_console puts a small AI inside rails console. Ask in English, read the ActiveRecord query before it runs. About 1,700 tokens and $0.0003 a question, or free on Ollama.

    29 September 2026 · 20 min read

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