Food for thought.
Reflections on some of our cases, research on cutting-edge tech & experienced takes on design, development and business.
Reflections on some of our cases, research on cutting-edge tech & experienced takes on design, development and business.
AI is no longer just helping developers write code — it’s beginning to run the development process itself. Among the tools leading this transformation is Cursor Agent, the autonomous workflow feature built into Cursor. Designed for engineering teams who want to automate code edits, refactors, and terminal commands while maintaining full control, Cursor Agent redefines what “AI-assisted coding” really means.
At Amplifi Labs, we build technology that moves fast and scales intelligently. Part of that mission is understanding how AI coding assistants can make software development more efficient and resilient. Over the past few years, our team has tested nearly every major platform: from autocomplete tools to fully autonomous agents. One has consistently stood out: Cline.
The past two years have transformed AI coding assistants from autocomplete helpers into agentic, autonomous collaborators. Instead of just suggesting snippets, these new tools can plan multi-step tasks, write code across multiple files, run tests, and even propose design-level changes. If you’re wondering which assistant to try—or which ecosystem to bet on—this guide will help you compare today’s leading options.
AI has emerged as a game-changer for startups, transforming the business landscape in ways that were previously unimaginable. The ability of AI systems to process and analyze complex data enables startups to gain valuable insights to empower them to make informed decisions that drive their success.