About

After 11 years of engineering and management at places like Baidu and Hello, I realized I’m happiest when I’m building. Not managing, not networking, just building. I’m a classic 'non-social' coder. I prefer the logic of a system over the noise of a crowd. Currently, I’m navigating the transition from a big-tech architect to a solo maker, while balancing the rigors of an MBA at SJTU and the responsibilities of being a father. My projects are my way of communicating with the world. I don't post much, and I’m not great at the social game, but I never stop shipping. I’m here to learn how to bridge the gap between my code and the people who might need it. I’m a long-term builder, one line of code at a time.

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Maker History

  • StartupInChina
    StartupInChinaBecause China business doesn’t run on email.
    Apr 2026
  • VoicyClaw
    VoicyClawspecific voice of private agent
    Apr 2026
  • YouBoss
    YouBossmulti-agent cognitive gym
    Nov 2025
  • 🎉
    Joined Product HuntMay 15th, 2024

Forums

What would make an AI provenance report trustworthy?

I think most AI governance conversations stop too early.

Teams talk about dashboards, usage charts, and prompt capture. Those are useful, but they are not the same thing as a trustworthy record.

The harder problem is this: if someone asks you six months later whether a block of code was AI-generated, can you prove the record still means what it said when it was created?

That is why we added two things in LineageLens: a provenance hash chain and a signed AI BOM export.

Ayan Aggarwal

10d ago

Hi Product Hunt, I’m Ayan, founder of Unimind.

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.

Davea

10d ago

Looking for tools which can help me radically filter internet content.

I made this Google Extension to help people aggressively filter what they read on the internet. It is a first attempt. Feedback is welcome, anything similar is welcome too. Currently trying to make something similar for Android phones, which is proving more difficult. Advice welcome. Link to extension

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