Ayman Shoukry is Chief Technology Officer at Specright. He has executive management experience at Microsoft, Amazon, and HireRight, including over 15 years at Microsoft in program management and engineering leadership roles for Visual Studio products.
As AI generates more code from specifications, the teams that treat specs with engineering discipline, including version control, review, testing, and co-authorship, will outdeliver everyone still arguing in Confluence.
By Ayman Shoukry
17 min read
As AI generates more of the codebase, code review as we know it is becoming a bottleneck. The fix isn't faster review. It's review happening earlier, at the level of intent.
By Ayman Shoukry
12 min read
As software shifts from code-first to intent-first, engineering leaders must rethink how systems are built and delivered. In the process, value moves upstream into context, constraints, and provable outcomes.
By Ayman Shoukry
11 min read