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The Dark Software Factory

A New Era of Autonomous Software Delivery And What It Takes to Get There

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The Physics of Software Development Have Changed


For decades, disruption in technology felt like an earthquake: loud, visible, and sudden. The current AI revolution in software development is different. It was gradual, until it wasn’t. The ground didn’t shake. The fundamental physics changed.


Until recently, every line of production code was written by human hands: a process that was slow, expensive, and limited by talent availability. Between 2022 and 2024, AI-assisted tools like GitHub Copilot offered developers help with routine tasks, yielding modest gains for most and productivity improvements of 10-30% only for leading adopters. In 2025, AI moved into a supporting role, generating working features while developers reviewed and steered. A meaningful step, but still human-bottlenecked.


Then, in late 2025, AI agents made a decisive step up. With Claude Code, Cursor, and Antigravity, a new generation of coding agents emerged with substantially improved reasoning, context handling, and autonomous execution, while inference costs dropped to a fraction of earlier levels. For the first time, both the quality and economics of AI-generated code matched enterprise expectations.


Now, in 2026, this convergence enables the era of the Dark Software Factory.

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Read the full-length article to learn about steps your organization should be considering.

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