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Add tech-agnostic application documentation#11

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copilot/update-app-description
Draft

Add tech-agnostic application documentation#11
Copilot wants to merge 2 commits intomainfrom
copilot/update-app-description

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Copilot AI commented Feb 8, 2026

Comprehensive application documentation requested without technology-specific references.

Changes

  • Added APPLICATION_DESCRIPTION.md (2,328 words)
    • Architecture overview: vertical slice organization, hybrid rendering, minimal APIs
    • Core capabilities: image analysis, description enhancement, generative synthesis, meme generation
    • User workflows: upload → process → results for both regeneration and meme modes
    • Integration patterns: API design, configuration hierarchy, secret management
    • Observability: metrics tracking, telemetry, diagnostics interface
    • Testing strategy: unit and integration coverage with mocked dependencies
    • Security considerations: credential handling, input validation, value masking

Document Structure

## Overview
## Architecture and Design Philosophy
## Core Features and Capabilities
  - Image Analysis Service
  - Description Enhancement
  - Image Generation
  - Meme Generator
## User Interface and Workflows
## Configuration and External Service Integration
## Processing Metrics and Performance Monitoring
## API Design and Integration Points
## Testing Strategy and Quality Assurance
## Security and Secret Management
## Conclusion

Language avoids specific framework, library, or cloud provider names while maintaining technical precision. Suitable for stakeholder communication or architectural documentation.

Original prompt

Give me a 1500 word description of this app that includes every detail we discussed without specifying any particular tech stack


✨ Let Copilot coding agent set things up for you — coding agent works faster and does higher quality work when set up for your repo.

Co-authored-by: punkouter26 <121304072+punkouter26@users.noreply.github.com>
Copilot AI changed the title [WIP] Update app description to include all details Add tech-agnostic application documentation Feb 8, 2026
Copilot AI requested a review from punkouter26 February 8, 2026 15:15
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