Image credit: Shutterstock Introduction In 2025, AI-assisted coding tools like Replit, Cursor, and Lovable have made it possible to build functional prototypes in days instead of months. For startups and innovators, that’s a breakthrough. But when those prototypes...
Replit and Lovable are great – but once you’re in them, you’re in them, right? We’ve had clients come to us asking to take their app out of Replit or Lovable, which we’ve now done a number of times and have honed a process around. But can you go in reverse? Can you...
If you’re using Replit or Lovable to build software, you’ve probably been blown away at how well it can build a real web app in minutes for you. At Sourcetoad, we both use these tools to rapidly prototype new projects, and we also review a lot of code...
When you want to make your AI agent behave and follow the rules, you need to give it some guidelines to work from. Enter AGENTS.md, a standardized way of giving instructions to an AI agent that can drastically improve performance, code quality and ultimately, product...
Image credit: Shutterstock Understanding the Lovable.dev Prototyping Advantage Lovable.dev has quickly gained traction as a go-to platform for rapid prototyping. Its conversational, chat-based approach allows teams to build user interfaces without needing deep coding...
Image credit: Shutterstock What Is an AI Audit Trail? Audits usually bring to mind binders, checklists, and compliance meetings no one wants to attend. Well, some of us at Sourcetoad enjoy those meetings. But in AI, having a record of what your systems are doing...
