Will AI replace software engineers? The U.S. Bureau of Labor Statistics expects employment for software developers, QA analysts, and testers to grow 15% from 2024 to 2034. What is changing is the bar for accountability. AI can draft code quickly, but it can also produce confident output which fails under real constraints when teams do … Continued
As engineering consultants here at Axian, clients often ask us to parachute into mature products with years of development (and technical debt). Navigating these codebases is difficult and time-consuming. It is critical that we work with existing staff to help guide us through the process. However, as codebases mature and staff are asked to deliver … Continued
In the evolving landscape of web applications, the traditional request-response model—where a system processes a request immediately and replies with a result—can feel increasingly outdated. While intuitive, this synchronous approach ties up resources, creates bottlenecks, and limits scalability in distributed environments. An alternative approach embraces asynchronous workflows, where systems shift from immediate action to orchestrated … Continued
