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    A mix of my professional work & the WTF-Model.
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Vision-LLM Metadata Pipeline

  • May 9, 2026
  • Public  
  • AI  
  • Automation  
  • Tests  
  • Software Architecture  
Building a local Vision-LLM pipeline that turns streamed YouTube uploads into trustworthy metadata without manually scrubbing through every video.
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Release Progress

  • November 16, 2025
  • Public  
  • Release  
  • DevOps  
  • Tests  
  • Legal  
Recent progress on Steam submission, IP cleanup, technical upgrades, and content remakes as the project moves steadily toward full release.
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Self-Hosted GitHub Runner

  • September 21, 2025
  • Public  
  • Tests  
  • Infrastructure  
  • DevOps  
  • Hardware  
Setting up a self-hosted GitHub runner with an Intel NUC for Steam build smoke tests on Windows Server 2025.
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Integrating Schema & UI Testing

  • August 9, 2025
  • Public  
  • Tests  
  • Development  
  • DevOps  
  • Automation  
Implementing JSON schema and UI testing pipelines with Zod and Playwright to prevent production-breaking changes and enforcing branch protection.
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AI Refactoring for larger files

  • July 28, 2024
  • Public  
  • Engineering  
  • AI  
  • Tests  
Refactored my bloated 2800-line description.js with GPT-4o. It quickly trimmed it to 1800 lines, preserving full functionality with cleaner logic. Despite minor bugs in positioning, AI saved time and effort. Testing remains essential, but AI refactoring proved highly effective.
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