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neatHack: a 48-hour online AI hackathon hosted by Neatlogs

Neatlogs is hosting neatHack, a 48-hour online hackathon. Hosted with Ajay Yadav, co-founder of Otto AI. When: October 10-11 Prize pool: up to $10,000 Winners get interviews with Neatlogs for roles and internships Register here: https://luma.com/s5blr882

We haven't written up this one. Dev.to has the full story — the link below goes straight to it.

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More in AI

Turning a labour law into tested TypeScript: what an AI pair taught me about legal code

I run a small free site of UAE pay and labour calculators. I'm not a lawyer, and most of the code was written with Claude Code (Anthropic's coding agent) while I directed it.

  • UAE end of service gratuity calculation is complex with multiple legal articles
  • Separate legal rules from conventions in AI-powered gratuity calculators
  • Hand-crafted test cases ensure accuracy in AI-generated legal code

Multiple LLM Providers: One API Key With Observable Candidate-Scoring Fallback

A media company puts multiple LLM providers behind one API key for candidate scoring, then the overnight page says its text-classification queue is late.

  • Media outlet uses multiple LLM providers with single API key
  • Invalid classifications observed despite successful API requests
  • Emphasizes need for portable JSON contract and validation

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