One of the things I enjoy most while building VertoX is seeing the technology improve week by week.
Patrick Lumban Tobing, our AI/ML Engineer, recently integrated Qwen3-TTS Streaming into our Streaming Speech Translation framework, and honestly, it s exciting to watch everything slowly come together.
Lower latency. More natural voice output. Better real-time multilingual communication.
There s still a lot to improve, but seeing the system evolve like this is a great feeling.
I m building Deep, a dating app for people tired of endless swiping and dry conversations.
Instead of scrolling through hundreds of profiles, Deep AI gives you 1 curated match every day. Every day, you get matched with someone based on personality, vibe, and compatibility no swiping needed.
I m the creator of the app LocalLegends, it s an app the brings car enthusiasts and thrill seekers alike together. Upon signing up you will be able to challenge others to races via setting a time and a location (must be a legal track). Upon getting there the built in gps with guide you to the set start line, give you a count, and track who wins. Winning give you elo like in game like chess. There s leaderboards, achievements, you can friend people, and post picks of your car builds or races you ve done lately, all of this is 100% free. Nothing in my app cost money. Sign up for free today, and become a LocalLegend.
So here's what happened. We were running campaigns, watching our click metrics climb, feeling pretty good about performance. Then we started digging into where those clicks actually came from.
Half of them were bots.
Not simple ones either. Headless browsers mimicking human behavior perfectly. Selenium scripts automating clicks at scale. Click farms using mobile devices. Advanced stuff rotating IPs, spoofing geolocation, faking mouse movements, generating realistic referrer patterns. Fingerprinting evasion. Timing tricks. Some were so good they looked completely human.
We realized most link tools just count clicks. They don't ask if those clicks are real.