## Sources

1. [Dark Factories: Rise of the Trycycle](https://www.oreilly.com/radar/dark-factories-rise-of-the-trycycle/)

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### Dark Factories: Rise of the Trycycle by Dan Shapiro

*   **Main Arguments & Core Concepts:**
    *   **Rise of "Dark Factories":** Companies are utilizing AI-driven engines known as "dark factories" to automatically transform specifications into shipping software [1].
    *   **The Underlying Principle:** At their core, these factories operate on a simple breakthrough: "AI gets better when you do more of it" [2]. 
    *   **Two Core Patterns:** Software factories efficiently generate "more AI" using two main patterns:
        *   **Slot machine development:** Asking three AI models the same prompt simultaneously and selecting the best output, which yields better results than a single model [2].
        *   **The Trycycle:** An iterative feedback loop and "unstoppable bulldozer" that solves problems through relentless expenditure of time and computing tokens [2, 3].

*   **The Trycycle Methodology:**
    *   The basic Trycycle process operates in five straightforward steps: (1) Define the problem, (2) Write a plan, (3) Iterate until the plan is perfect, (4) Implement the plan, and (5) Iterate until the implementation is perfect [4].

*   **Key Implementations and Tools:**
    *   **Gas Town:** Created by Steve Yegge, this factory initially resembled a chaotic *Mad Max* environment but has evolved into an effective MMORPG for collaborative code writing [3]. The author recommends Gas Town for those looking to join a growing movement of developers collaboratively burning tokens to build software [5].
    *   **The StrongDM Attractor:** Conceived by StrongDM's CTO, Justin McCarthy, this factory is based on a feedback loop that capitalizes on a recent AI breakthrough where models started improving, rather than breaking, when fed their own outputs [6]. StrongDM shipped this as an open specification for users to implement their own factories [7].
    *   **Kilroy:** Written in Go by the author, Kilroy is a ready-to-use implementation of the StrongDM Attractor [7]. It includes functioning configurations, tests, and sample files, saving developers the month of effort and tokens required to build an Attractor from scratch [7, 8]. It is ideal for users wanting a powerful, configurable, 24/7 engine [5].
    *   **Trycycle (The Tool):** A simple, plain-English skill designed for Claude Code and Codex CLI that adapts Jesse Vincent’s "Superpowers" for writing and executing plans [4]. It requires no configuration, integrates instantly into a developer's workflow, and is capable of impressive autonomous tasks, such as porting Rogue to Wasm [9]. It is the recommended option for developers who want to get things done immediately [5].

*   **Important Details:**
    *   Regardless of which factory tool a developer chooses, the author highly recommends pairing it with **freshell**, a free and open-source tool that makes managing AI agents delightful [3, 10].