Five months ago, we launched oneinfer.ai on Product Hunt with a clear goal, make AI infrastructure usable at scale through a unified inference layer, intelligent routing, and cost optimization.
Since then, we've spent time working alongside teams shipping real AI products in production. One pattern kept surfacing in almost every conversation:
Even with better infrastructure, teams still spend a disproportionate amount of engineering time working around access constraints, token windows, rate limits, throughput ceilings, and unpredictable usage caps. Not because the underlying models can't handle the load, but because the access layer was never designed for the way modern AI products actually scale.
I m currently in the process of applying for an OCI card and honestly finding it a bit confusing. There are so many steps eligibility, document format, photo size, and small mistakes can delay the process a lot.
While searching online, I found something called Visament OCI experts. It looks like Visament provides help with OCI applications, but I m not sure how reliable these services are.Has anyone here used them or any similar service?
Would really appreciate if someone can share:
Whether it s better to apply yourself or take expert help
We all know the rush of a new idea. You get that 2 AM lightbulb moment, and the first thing you want to do is open Figma or your code editor to start building. I used to do this too until I spent months building a beautifully designed product for a market that simply didn't exist.
As a UX designer who hates wasting time, I realized we need to fix the "Validation UX." Our team built Bunzee (Business GPT) to stop this cycle of building "pretty ghosts."
It s an agentic engine that uses 200,000+ objective data points to give your raw idea a brutal, data-backed "Reality Score" before you waste a single dollar.
There s a lot of pressure to "build in public" these days. But honestly? Getting 100 likes on a pretty UI mockup on Twitter doesn't mean you have a viable business.
I'm calling it AirState (https://airstate.dev). We're making a set of primitives and react hooks that help you build real-time applications in like 2 lines of change. Our first product is called SharedState, you can use it via the useSharedState hook in React.
It behaves exactly how to expect it to behave. It's a drop-in replacement for useState but it syncs across clients and computers in real-time. By default it connects to our cloud that has a free-tier but we'll also open source the server so that people can self-host it. Kinda following in the footsteps of PostHog.
Hello everyone My friend and I built a website called GACHAGO! to fight indecision and provide several tools for raffles.
From what I ve observed, Western tools often lean toward a minimalist design. My friend and I wanted to explore a style more like those Nintendo DS-era Japanese console game styles and it just so happens that my friend excels at this style. He is a great designer.
I m building VoiStory, a parenting app that helps families create personalized bedtime stories in a parent s own voice.
The idea came from a simple but emotional problem:
sometimes parents are tired, traveling, busy, or just don t have the right words at bedtime but they still want their child to feel comforted and connected.
