Engineering × AI × Scale
Software engineering is changing — again. Not in a loud, overnight way, but in a quiet structural way that’s already reshaping how good teams build software. We aren’t replacing engineers. We are upgrading the way engineers think, work, and build. AI isn’t a shortcut to avoid the hard parts —...
Using AI coding assistants to introduce, automate, and evolve quality checks in your project. I have talked about teams needing to have a world class...
Why it’s harder for a professional developer to use a tool despite the wide variety of choices Coding assistants like Cursor, Windsurf, Claude Code, Gemini...
Moving beyond tools: habits, prompts, and patterns for working well with AI In the last post — AI for Software Engineering, not (only) Code Generation...
Rethinking the role of AI across the entire software lifecycle Everyone has been talking about using coding assistants to aid with software delivery. There is...
The habits, tools, and practices that set great engineering teams apart. Developer experience (DevEx) isn’t just about fancy tools or slick UIs - it’s about...
Why most people believe they want transparency — but actually don’t. Transparency has been a cornerstone of Sahaj throughout my journey here. It is not...