A new class of non-professional developers ("vibe-coders") uses AI tools to build apps but often gets stuck on the final 20% of the work. This creates an opportunity for a service that connects them with experts for short, focused sessions to solve specific roadblocks and ship their projects.
When building a marketplace to help developers, instead of targeting all tools at once, launch by focusing on a single, specific platform (e.g., "V0 bounties" or "Cursor help"). This hyper-niche approach allows you to build liquidity and validate the model before expanding to a wider market.
OpenAI has quietly launched "skills" for its models, following the same open standard as Anthropic's Claude. This suggests a future where AI agent capabilities are reusable and interoperable across different platforms, making them significantly more powerful and easier to develop for.
To achieve viral validation on platforms like TikTok, an app must be extremely simple. It needs a core concept that can be explained in just a few words (e.g., "track your acne") and has a strong visual component that is compelling in short-form video content, making it easily shareable.