A researcher wouldn't release his app. I recreated it in less than a week (tannermarino.com)

A Java backend developer recently created two AI-driven applications, FreeThoughts and FreeThinker, in less than a week without any prior app development experience, inspired by a TED talk on an AI tool for critical thinking. The developer utilized AI models, including Codex and a spec-driven development tool called Spec Kitty, to generate specifications, plans, and tasks. This approach allowed for rapid prototyping and iteration, resulting in functional applications despite some bugs and imperfections. This case underscores a significant development in the AI/ML community: the ability of AI to facilitate software creation for those without extensive programming skills. The developer highlighted two key challenges—verification of the agents’ work and the importance of detailed specifications. As AI tools improve, they could potentially take on 80% or 90% of software coding tasks, pushing the limits of what non-experts can achieve. The project also illustrates the shifting landscape of software engineering, where a clear vision remains a crucial factor for success amid advancements in AI automation.