Articles in AI and Data
- AI and Data Why Are So Many New Reef Apps Appearing? Agentic AI Changed the Barrier to Entry A reef keeper with an idea can now ask an AI agent to plan an app, write code, run tests, and fix failures. That explains the sudden volume of new apps, but it does not make every app the same.
- AI and Data Why Reef Trak Has No Subscription, and Never Will Everything wants a monthly payment now. Your reef app should not be one of those things. Here is why Reef Trak is free to try for as long as you like, with one small lifetime purchase and no subscription, ever.
- AI and Data TrakAI: How Reef Trak Exports Your Tank History to ChatGPT, Claude, and Gemini Closed in-app reef AI locks you into one vendor’s model, one prompt template, and another monthly bill. TrakAI flips it. You export your tank, paste it into whatever AI you trust, and the lock-in is gone. Here is how it actually works.
- AI and Data AI for Reef Tanks: Why Your AI Assistant Needs Real Tank History Generic AI advice about reef tanks is everywhere. The advice that actually helps is grounded in your real parameter history, dosing schedule, livestock, and equipment. Here is how to give an AI tool that context.