Tim McLear used AI coding assistants to build custom apps for niche workflows, like partial document transcription and field research photo logging. He emphasizes that "no one was going to make me this app." The ability for non-specialists to quickly create such hyper-specific internal tools is a key, empowering benefit of AI-assisted development.

Advanced AI like Gemini 3 allows non-developers to rapidly "vibe code" functional, data-driven applications. This creates a new paradigm of building and monetizing fleets of hyper-specific, low-cost micro-SaaS products (e.g., $4.99 per report) without traditional development cycles.

Individuals will use AI to build bespoke software for personal use. A subset of these tools will find a niche market, creating entrepreneurs who operate outside the VC-funded, subscription-SaaS model, potentially favoring one-time purchase models due to low development costs.

'Vibe coding' describes using AI to generate code for tasks outside one's expertise. While it accelerates development and enables non-specialists, it relies on a 'vibe' that the code is correct, potentially introducing subtle bugs or bad practices that an expert would spot.

Jack Dorsey champions "vibe coding," using AI to generate code, allowing developers to operate at a higher level of abstraction. This shifts focus from syntax (like semicolons) to orchestration, making software creation more accessible and freeing developers to be more creative.

The surprising success of Dia's custom "Skills" feature revealed a huge user demand for personalized tools. This suggests a key value of AI is enabling non-technical users to build "handmade software" for their specific, just-in-time needs, moving beyond one-size-fits-all applications.

Designers have historically been limited by their reliance on engineers. AI-powered coding tools eliminate this bottleneck, enabling designers with strong taste to "vibe code" and build functional applications themselves. This creates a new, highly effective archetype of a design-led builder.

AI-assisted development, or "vibe coding," is re-engaging executives who coded earlier in their careers. It removes the time-consuming friction of going from idea to MVP, allowing them to quickly build personal tools and reconnect with the craft of software creation, even with demanding schedules.

AI coding tools dramatically lower the barrier to software creation, enabling a new wave of 'indie' developers. This will lead to an explosion of hyper-personal, niche apps designed to solve specific problems for small user groups, shifting the focus away from universal, VC-scale software.