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Find My AI Fit

A resume-to-opportunity map for finding practical AI use cases in your actual work

active2026
  • AI
  • SolidStart
  • Product Design
  • LLM
  • Panda CSS
  • Open Source
Find My AI Fit interface

Find My AI Fit turns a LinkedIn PDF or another resume into a structured map of AI opportunities. The user scans the map, marks the ideas that fit, and gets a practical plan with a small first experiment and a prompt they can take into the AI tool they already use.

Source: byronwall/finy-my-ai-fit

Domain: FindMyAIFit.com

Interface

Find My AI Fit landing page with a bold headline and resume upload workflow

How it works

  • Accepts a LinkedIn PDF or another resume as the starting context.
  • Extracts grounded profile facts and proposes an initial set of directions.
  • Organizes generated ideas in a three-by-three opportunity map.
  • Lets the user treat the grid as a checklist instead of a complex workspace.
  • Generates a practical plan, a recommended first experiment, and a reusable prompt from the selected ideas.
  • Stores model-generation traces on disk so results and prompt behavior can be inspected during development.

Highlights

  • Full-page resume drop target with a no-profile example path
  • Multi-stage structured generation using the Vercel AI SDK and Zod
  • Stable, history-aware idea generation with guided refinement questions
  • SolidStart server actions and file-backed generation records
  • Responsive Panda CSS interface with a deliberately compact sticky header
  • Public source, Docker Compose deployment configuration, and a self-hosted domain

Design evolution

The first implementation exposed nearly every possible action: save, hide, inspect, deepen a cell, and build a brief. Successive design passes removed most of that machinery. The core flow is now much simpler: mark interesting ideas, ask for another set when useful, then build a plan.

Current Find My AI Fit opportunity grid with concise cards and a checklist interaction

The accompanying post, Building Find My AI Fit from a 50-minute dictation, walks through the product and branding decisions in detail.