7 core components for building a software factory

A software factory centralizes a system of AI coding agents into one place to improve security, ROI tracking, and team efficiency. One core component is treating factories as code, using a shared, version-controlled configuration to manage agent behavior and unify team workflows. Another key element is creating a unified conversation history, which centralizes all agent interactions for analysis and insight generation. This centralized data enables benchmarking, allowing teams to replay past conversations to evaluate different models and find the best cost-to-performance tradeoff for their specific tasks.