Hi Product Hunt community!

I m Jianguo, the founder of ObjectStack AI.

Like many of you, I spent years drowning in repetitive boilerplate code manually syncing schemas, API routes, and frontend types. It felt like I was spending 80% of my time on "plumbing" and only 20% on actual innovation.

That s why my team and I decided to build ObjectStack, a metadata-driven engine designed to automate the heavy lifting of software development. Our goal is simple: allow developers to define logic via metadata and let the engine handle the rest.

Good day everyone!

I'm Gretchen, an AI enthusiast and part of a small team working on productivity tools around the idea of a "second brain." Lately we've been exploring ways to make AI chats and knowledge easier to organize and search.. especially as conversations with tools like ChatGPT start piling up. I'm here to learn from other makers, share what we're working on, and hopefully get feedback from people who care about productivity and AI workflows. Looking forward to connecting with everyone here!

Hey everyone!

I'm Danish, a software engineer with an MSc from the University of Manchester. For the past 6 months I've been building NeuralShield, a desktop AI research engine for professionals who handle confidential data.

The core idea: lawyers, doctors, and analysts need AI but cannot risk sending client data to cloud servers. A federal judge recently ruled that using cloud AI destroys attorney-client privilege. NeuralShield runs everything locally.
When you ask a question, it decomposes it into sub-queries, detects the professional domain, searches the web in parallel, and verifies every claim through 5 layers before the model generates anything. Every answer comes back with inline citations. All from a local model running on your own hardware.

Upload a legal contract and ask about a specific clause. Upload a medical guideline and ask about a treatment protocol. The system understands document structure and returns section-level answers.

Hey PH! Adnan here, AI engineer & founder building FinCrew AI , an AI CFO platform for SMBs ($10M-$200M). We use multi-agent orchestration to automate financial operations. Excited to learn from this community and eventually launch here.

What are the biggest PH launch day tips?

Most of my work is around LLMs, voice AI, and agent systems, but lately I've been focused on building products fast and launching them.

Right now I'm building PromoMotions, an AI tool that turns one product image into multiple video ads for e-commerce sellers.

The idea came after seeing how much time sellers spend trying to create ads manually.

Editing videos.
Testing creatives.
Posting everywhere.

Hey everyone, I've been lurking on Product Hunt for a while now but I finally decided to actually post something. This is my first time really building in public and it's honestly kind of terrifying putting your work out there like this.

I'm actually an EE major so I usually spend my time tinkering with circuits or more theoretical stuff, but I really wanted to create something that actually helps people out in their day to day. I feel like I just wanted to contribute something useful to the world instead of just thinking about it.

Hey everyone!

I m Rajit Chaudhary, a solo founder from India and currently building AIMargX an AI-powered platform to help students become placement-ready.

A little about me:

I come from a full-stack development background and have been deeply involved in building products from scratch. While working with students and freshers, I kept seeing the same frustrating pattern
they were skilled, applying to hundreds of jobs, but still not getting interview calls.

Hey everyone!

I'm Kanishk, a 20-year-old founder and full-stack developer from India. Been building on the internet for a couple of years now and finally working on something I genuinely believe in.

What I'm building: Suitegenie, a social media automation suite for founders and agencies who want to grow on LinkedIn and Twitter/X without spending hours every day on content. It combines scheduling, AI-powered content generation (tailored to your brand voice, not generic GPT slop), and auto-engagement across platforms, all in one dashboard.

The suite has three core tools:

I ve spent two decades navigating the tectonic shifts of technology. My journey started by coding for the first generation of feature phones (Nokia/Symbian/MTK). Later, I founded a smart pet hardware startup, which I eventually led to a successful acquisition.

But I didn't stop at building. I ve also sat on the other side of the table investing in the AI sector and traditional education/training institutions. These experiences gave me a macro view of how technology either creates real value or just creates noise.

The "Partial AI" Trap (Observation from 30+ Interviews): Recently, I ve been back in the builder s seat. After interviewing over 30 developers for my new projects, I ve noticed a disturbing trend. Most senior devs are stuck in a "Copy-Paste" loop. They use AI to generate a single function, but they refuse to let the AI see the "Full Truth" of the entire repository.

They are treating a "Co-Architect" like a "Dictionary." In my view, this is a defensive mechanism a refusal to adapt to a new paradigm because it threatens the traditional "manual control" they ve mastered for years.