"A camera app that uses nano banana to make my mediocre iPhone photos look like they were taken on a Leica. A single-purpose AI agent that can take any frontend project and automatically add support for light mode, dark mode, and custom theming. It should be able to use vision to see the UI changes, and then iteratively make changes based on the rendered UI. Another single-purpose AI agent that can decompile and debug minified code into an interpretable codebase."
"A hybrid of Strong (the lifting app) and ChatGPT where the model has access to my workouts, can suggest improvements, and coach me. I mainly just want to be able to chat with the model knowing it has detailed context for each of my workouts (down to the time in between each set). A recommendation engine that looks at my browsing history, sees what blog posts or articles I spent the most time on."
"A calorie tracking app that's a chat app grounded by nutrition databases. Just minimize the cognitive effort it takes me to log a meal. A minimalist writing app that lets me write long-form content. A model can also highlight passages and leave me comments in the marginalia. I should be able to set different "personas" to review what I wrote. An AI agent that can build one-off specialized AI agents."
A set of practical AI-driven application ideas emphasizes single-purpose agents that automate common creative, development, and personal tasks. Photo enhancement via advanced models aims to convert average phone pictures into Leica-like results. Frontend tooling would use vision-guided agents to add light/dark/custom theming and iteratively adjust rendered UI. Decompilation agents would convert minified code into readable, debuggable code through a strong code-then-debug loop. Additional concepts include a workout-aware coaching assistant, a nightly recommendation engine curated from browsing behavior, a nutrition-grounded chat calorie tracker, a minimalist longform writing app with model marginalia and personas, and an agent-builder for specialized AI agents.
Read at Sharif
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