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Avenyx Lab

Where research becomes reality.


This is the engineering hub of Avenyx. Research findings become functional code here. GitHub repositories, Vercel, Supabase architecture, custom API integrations. We build MVPs that work now, tested by real people, improved based on what we actually learn. The lab stays in contact with reality. That's the whole point.

PromptLens

PromptLens started from a real gap. Most teams have AI licenses and no idea what's actually happening inside them — who's using it, what they're using it for, whether it's helping anyone. And on the individual level, nobody taught people how to prompt well. They got the tool and were told good luck.

PromptLens fixes both sides of that. It diagnoses what's weak about a prompt, gives you an improved version, and coaches you over time. At the team level, managers get real visibility into how their team is actually using AI and where it's falling apar

  • See how prompts behave and improve over time

  • Coach individuals toward better outputs

  • Give managers real data on team AI usage

  • Identify gaps before they become habits

PromptLens · Work in progress

PromptLens is in active development. Current focus is on the diagnostic engine, the team analytics dashboard, and the browser extension that meets you inside ChatGPT and Gemini without needing a separate tab.

Hoshi Travel

Hoshi came from planning an international trip and realizing no single app does what you actually need. You end up stitching together a Notes doc, a spreadsheet, saved posts you'll lose, and a random itinerary template — and the second something changes, the whole thing falls apart.

Hoshi keeps everything in one place and moves with you while you're there. You build the itinerary, add your spots, your shopping lists, your notes. While you're there, Kei — the co-pilot layer, handles the real-time adjustments so you don't have to.

  • Itinerary that adjusts with you in real time

  • Smart suggestions based on what you already saved

  • Budget tracking from estimate to actual

  • Photos sorted by location automatically

  • Shared trips with group collaboration built in

Hoshi travel · Work in progress

Hoshi is in earlier development than PromptLens, but moving with the same care. Current focus is on the core itinerary engine, the Kei co-pilot layer, and the offline-first architecture that keeps everything running even without signal.

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Which app are you interested in beta testing?

PromptLens and Hoshi is approaching beta and we're starting to bring people in. If you want to see what we're building before it's public, reach out. First name, email, and your interest is all we need!

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