Designing an Agentic Vision Workflow, for Fly Fishing.
What it HatchMatch?
→ AI-first mobile app for identifying flies and insects from photos
→ Transforms Angler’s Uncertainties into visible Confidence Matching
→ Built end-to-end as a solo designer / Developer
Why Agents?
→ Visual ambiguity requires reasoning, not rules
→ Identification requires judgment, not just pattern MATCHING
→ Users need to understand why a result was SUGGESTED
How I Used Agents
→ The model makes classification and confidence CALLS
→ The app adds structure, guardrails, and context
→ tuned prompts and structure based on real failure CASES
Status