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ScopeGuard: How I Built an NDA-Safe, Local Gemma 3 Agent That Saved $1,190 in Freelance Scope Creep

This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 2 ("Side Hustle") What I Built: ScopeGuard Every freelance developer and boutique agency owner knows the dreaded Friday…

  • ScopeGuard saves freelancers $1,190 by preventing scope creep
  • Local Google Gemma 3 4B model ensures NDA compliance and cost-effectiveness
  • Fine-tuned Tinker LoRA adapter detects contractual boundary violations

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