STEFANO ROMELEV8.8.8
MODULE_ID: API_ANALYZER
SCREEN-TO-API PIPELINE

API ANALYZER

Map UI elements to API endpoints automatically

STACK

Vision + LLM + Postman collections

BUILD TIME

Iterative / ongoing

STATUS

LIVE

ROLE

Solo build

OUTCOME

Field-level UI ↔ API mappings with confidence and reasoning.

Performance Metric

Mapping accuracy

85% - 100%Correct mappings
PROJECTED GAIN

System Overview

STATUS: ACTIVE

Problem Statement

Understanding the relationship between frontend UI components and backend API endpoints is crucial for documentation, testing, and system architecture comprehension. Manually mapping these connections is time-consuming and error-prone.

Technical Solution

The API Analyzer automatically analyzes screenshots of web or mobile interfaces along with Postman API collections to map UI elements to API endpoints, extract relationships, and generate flow diagrams.

AI Implementation Strategy

Uses AI vision models to analyze screenshots and identify UI elements, then employs semantic matching and LLM-powered analysis to map these elements to API endpoints. The tool uses multi-stage processing with optional enrichment steps to ensure comprehensive coverage.

Core Capabilities

SYS.CAPABILITIES
  • Automatic UI element extraction from screenshots
  • Semantic API matching with Postman collections
  • Field-level mapping between frontend and backend
  • Optional flow diagram generation
  • Multi-stage processing with configurable steps