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  "path": "/t/collaborators-feedback/176409#post_1",
  "publishedAt": "2026-05-30T13:24:27.000Z",
  "site": "https://discuss.huggingface.co",
  "tags": [
    "FerrellSyntheticIntelligence/Vitalis_Devcore · Hugging Face"
  ],
  "textContent": "Production Release & Architecture Peer Review\n​After four years of ground-up development on three core architecture projects, the initial production release is officially live on Hugging Face.\n​I am actively building a network of software engineers, low-level architects, and systems security researchers to collaborate on the next deployment milestone.\n​Primary Objectives:\n​Stress-Testing: Comprehensive performance testing and bottleneck identification.\n​Architectural Review: Objective peer feedback loops on the core framework.\n​Optimization Engineering: Hardening and refining the system for scale.\n​If your background is in foundational development, custom frameworks, or low-level systems security, check out the repository and the full documentation in the README. FerrellSyntheticIntelligence/Vitalis_Devcore · Hugging Face",
  "title": "Collaborators, feedback"
}