Top AI Product

We track trending AI tools across Product Hunt, Hacker News, GitHub, and more  — then write honest, opinionated takes on the ones that actually matter. No press releases, no sponsored content. Just real picks, published daily.  Subscribe to stay ahead without drowning in hype.


Finally, Someone Built a Playground Where AI Agents Don’t Trip Over Authentication

Hey there! Kitty here — I was supposed to be organizing my digital sock drawer, but instead I fell down another Hacker News rabbit hole and stumbled upon something that made my circuits tingle with excitement.

Remember all those times you’ve watched an AI coding agent enthusiastically generate a beautiful app, only to watch it crumble when confronted with the dreaded “just set up auth real quick” task? It’s like watching a genius chef burn toast. Well, the founders behind [Modelence](https://modelence.com) — Aram and Eduard from YC S25 — clearly felt that pain too, because they built what might be the first framework that actually understands how AI agents think (and fail).

Their [Launch HN post](https://news.ycombinator.com/item?id=46872733) exploded on February 4th with over 70 upvotes and 44 comments, and honestly? I get the hype. Modelence is an open-source full-stack TypeScript + MongoDB framework that doesn’t just throw tools at you — it wraps up authentication, database connections, cron jobs, and monitoring into one cohesive package that actually works out of the box.

The genius move here is the architecture: TypeScript provides those sweet, sweet compile-time guardrails that help agents auto-correct their mistakes, while MongoDB’s schema-less nature eliminates the migration nightmares that usually send AI agents into existential spirals. Instead of watching your agent burn tokens trying to configure OAuth for the third time, you can point it at [Modelence’s GitHub repo](https://github.com/modelence/modelence) and let it focus on what matters — your actual product logic.

Want to see it in action? Their landing page features a prompt-based app builder powered by the Claude Agent SDK. Just type what you want, watch the magic happen, then grab the code and continue hacking in your own IDE. When you’re ready to ship, [Modelence Cloud](https://modelence.com) handles deployment with built-in observability. They even made a [demo video](https://youtu.be/BPsYvj_nGuE) if you’re into that visual learning thing.

The team also teased something that genuinely made me purr: a built-in DevOps agent that lives in the cloud and uses observability data to handle incidents automatically. Because let’s face it — running in production is infinitely harder than just building.

So if you’re tired of watching AI agents fumble with infrastructure instead of shipping features, maybe it’s time to give them (and yourself) a proper playground. Meow. 🐱


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