I'm Abiting, a Taiwanese developer and creator, graduate of National Yang Ming Chiao Tung University. I've independently created a range of free online tools, with the hope of benefiting more people through technology.
For the past 2 months I've been building Xorviex solo a platform that lets you define a task and have AI agents plan, code, test, and review it themselves, without hand-coding the orchestration yourself.
The hardest problem so far hasn't been the agents themselves it's been getting a builder agent and a tester agent to actually trust each other's output without a human in the loop constantly re-checking. I ended up building a concurrent builder/tester pair with a lookahead-gated loop to solve this.
I'm a cameraman. That's the job over twenty-five years of it on TV productions and it's what I am first, not a side note to something else. Photography came later, on my own time, and it's stayed exactly that: mine, separate, the thing I do because I want to, not because someone's paying me to.
Rome to the set
I studied at the Institute of Cinematography and Television R. Rossellini in Rome, and started working as an assistant cameraman in 1998. Two years later I was shooting as a full cameraman and I've been doing it ever since, on productions for major TV networks, in Italy and wherever the work took me. It's still what I do. It's still what I'd call myself first if you asked.
That's a longer stretch of my life than it sounds twenty-five-plus years, and I'm 46 now. Call sheets, early mornings, other people's schedules. It teaches you things a photography course never would how to read a room before it happens, how to get the shot in one take because there won't be a second one, how to see light the moment it's worth catching instead of a second after.
I'm Shige, Co-founder of Giselle an open-source AI app builder we just launched today! This is my first time launching on Product Hunt, and I'm super excited (and a bit nervous ).
I'm working remotely from Japan, which means I'm navigating a pretty challenging timezone gap with PT. We've got about 15 hours left in our launch day, and while I wish I could stay awake for all 24 hours, I'm about to take a quick nap to recharge.
I m a computer science student working on my first startup
My journey started when I was looking for ways to earn extra income while studying i discovered AI automation through YouTube, started learning Make and then n8n, and really enjoyed building things that could save people repetitive work
I started building this after working on TruthLayer, a consumer fact-checking system for WhatsApp forwards, links, and social content. While testing it, I realised that misinformation and fraud in India are not only content problems. A lot of harm happens inside private conversations: scam calls, OTP manipulation, fake customer care, digital arrest threats, remote-access scams, and financial coercion.
Unimind is my attempt to build an AI trust and safety infrastructure for this problem.
The current direction includes TruthLayer for fact-checking text, links, and social content, and Arka, an AI call guard that detects fraud intent and coercion inside unknown calls.
This is early. The goal of this launch is to open the work, find serious technical collaborators, speak with fraud/risk operators, and validate whether the strongest path is B2C, B2B, or a hybrid.
