Hey everyone

Quick update on VertoX.

We ve made a lot of progress on the backend and core systems. We re building our own open-source ASR NMT TTS pipeline and aiming for ~1 second real-time translation.

Right now, we support 17 output languages and 10 input languages, with plans to expand further.

I'm Haiyun, founder of HPSILab. If you're building an AI workflow for stock research, here's a compact acceptance test you can adapt to any data provider.

Scenario: a model's directional signal is positive, while volatility is elevated and an options pressure level is nearby. These inputs describe different things. The agent should preserve the disagreement rather than turn them into one confident recommendation. This is an illustrative scenario, not a current market observation.

Ask your agent to produce five fields:

1. Evidence: each input, its source, and the available as-of date.

Hi Product Hunt, I'm the maker of AI Startup Jobs.

A couple of weeks ago I started collecting open roles from AI companies into one board, mostly for myself job hunting meant thirty open tabs, and salary info hidden until the final round.

Today it holds 7,074 roles at 112 companies, refreshed daily. The part I care about most: whenever a company publishes a salary range, we show it right on the listing. Only 37% of roles publish one. The median midpoint is $247K, and $285K for engineering roles.

A small milestone I loved: our very first subscriber was a complete stranger who found a job page through search on day one. That's when it stopped feeling like a side project.

Hi everyone,

I m Tom, co-founder of Structured Burn. Sharing what we built and looking for feedback.

FinCoPilot launches in 2 hours! Here's a question for the Product Hunt community.

I've spent months building FinCoPilot around one simple problem:

Hi everyone,

I m Tom, Founder of Structured Burn.

When I launched ATS Copilot, my goal was simple: build an AI-powered iOS app that helps job seekers understand and improve their resumes.

Today, I'm happy to share our first small milestone!

For people who prepare equipment quotes at small sales or installation businesses:

I m building a small quoting prototype at AlphaLabs. It lets you choose a customer, add products from a shared catalog, adjust quantities and options, and prepare a customer-facing document for PDF or print.

This screenshot shows the customer-facing document preview and uses fictional companies, products and prices. This hasn t been tested in a customer s day-to-day workflow yet.

When a customer changes the products or quantities, what do you have to update manually before sending the revised quote? A recent example would be helpful. Is anything important missing or unclear in this preview? If your existing spreadsheet or software already handles this well, I d like to hear that too.

Hi Product Hunt

I'm an independent developer building APP LAB for small companies where IT is one or two people looking after everyone else. In most of those places the "asset register" is a spreadsheet, tickets arrive by e-mail, and when someone leaves nobody is sure which laptop, monitor and licences should come back.