Tech debt is a hidden tax on engineering, quietly consuming 25–40% of developer capacity. Traditional approaches can't keep up. AI doesn't make tech debt disappear, but it changes the economics of managing it, turning a reactive chore into a measurable, strategic advantage for organizations.
In today's competitive business landscape, engineering productivity goes far beyond technical efficiencies - it directly shapes your organization's success. Leading companies understand that aligning engineering practices with strategic business
Software organizations face a critical challenge in measuring and improving developer productivity. While the technology industry spends over $300 billion annually on software development, studies show that:
* 35% of development effort is wasted
In a comprehensive new study published in January 2025, where I was also one of the researchers, some valuable insights rose from deploying an AI coding assistant across the engineering organization of 400+
Imagine if every step of building software had a smart assistant helping out - That future is quickly becoming a reality. The Software Development Lifecycle (SDLC) – from initial planning all the way to
