The new leverage of software engineering (edparry.com)

Software engineering teams are increasingly leveraging AI to enhance their productivity, leading to faster development cycles, easier testing, and simpler documentation maintenance. However, this efficiency gain alone does not fulfill the transformative potential of AI that many anticipated. The persistent bottleneck in software development remains the limited capacity of engineers, who handle all changes, resulting in queues for necessary adjustments and innovations. The article argues for a shift in how software development is approached by utilizing AI to reduce the costs associated with foundational tasks like drafting tests and configuring integrations. This would enable more individuals, such as designers, to safely contribute to code changes while maintaining essential guardrails to ensure quality. While AI cannot fully replace skilled engineers, it can empower them to focus on critical decisions and judgements, effectively changing the paradigm from merely speeding up processes to creating systems that minimize bottlenecks. Ultimately, AI's role in software engineering is not just about doing more quickly but constructing a workspace where fewer approvals are needed and where impactful changes can be made more widely and safely.