What is a software factory? A 2026 guide to agent-native delivery

In 2026, the concept of a software factory has evolved into an agent-native model, where software development agents, often referred to as Droids, handle standardized inputs to produce validated outputs across various stages like coding, review, testing, and deployment. This model, implemented by the company Factory, differs from traditional approaches by integrating agents directly into the pipeline, thereby enhancing throughput as it's no longer limited by human resources. The four key properties that define a software factory—standardized inputs, standardized tooling, measurable outputs, and replayability—remain unchanged, but the role of engineers shifts towards overseeing the system rather than solely authoring software. Enterprises like Chainguard, Groq, Empower, and Nav have reported significant improvements in development speed and efficiency by adopting this model, which emphasizes continuous learning and feedback loops. The decision for organizations is whether to build and own such a system in-house or outsource it, with the former offering the advantage of retaining accumulated capability and context. Factory's platform integrates seamlessly with existing enterprise surfaces and supports various compliance and governance requirements, making it a versatile solution for modern software production.

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