↓

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

Pre-Launch →

Follow for More

↓

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

Pre-launch →

Follow for More