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A guardrail you cannot test is a hope

A guardrail you cannot test is a hope. Try the unauthorized action and watch it stop. Try the missing field and watch it ask. Try the stale data and watch it refresh.

We Wanted a Fast Offline AI. First, We Had to Fix Our Benchmark.

A browser assistant should be able to read an invoice, compare two offers, or find the right button on a page. Ideally, it should still work when the internet disappears.

  • Team prioritized speed, usefulness, and reliability over model size
  • Initial benchmarking on powerful machine, not target CPU
  • Established consistent benchmarking framework for real-world AI use

Wanderlore: What if your next walk had a plot?

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass . The first time I tried to test my walking app properly, I couldn't even get it to find me.

  • Wanderlore transforms walks into interactive story experiences.
  • Users choose genres, duration, and weather for personalized narratives.
  • AI engine Gemma maintains narrative state across walks.

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