Too much code, too little shipped: Why AI needs a software factory
Forge Code CEO Tushar Mathur argues that AI-generated code creates new bottlenecks in testing and review, requiring a 'software factory' approach.
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Forge Code CEO Tushar Mathur argues that AI-generated code creates new bottlenecks in testing and review, requiring a 'software factory' approach.
An analysis examines how AI agents are enabling 'software factories'—autonomous development systems that fundamentally restructure engineering delivery. Anthropic's case shows merge rates growing from 2,500 to 30,000 code changes daily.
A new report examines whether AI-driven improvements to code speed actually translate to faster software delivery across the full development lifecycle.
Kaseya's CTO argues that AI is reshaping software development, with developers transitioning to roles as prompt engineers and domain experts while AI handles traditional coding tasks.
As AI coding agents dramatically increase code output—some engineers shipping thousands of PRs monthly—testing has become the bottleneck; Datadog acquired Propolis to enable AI agents to generate tests autonomously.