For the past few months I kept hitting the same wall with Claude: every conversation started from zero. If I wanted it to reference something I'd read or a decision I'd made weeks ago, I had to copy-paste it in myself or worse, it would just guess and get it wrong.

So I built Neurix MCP, a small server that connects my personal knowledge graph (notes, research, past decisions) directly to Claude. When I ask something related to my own context, Claude calls a tool to search it semantic search across English and Vietnamese, no copy-pasting. Writes go through a preview confirm step, so nothing gets saved without me approving it first.

Hi all, sharing something I have been building. All Things PM (https://allthingspm.app) is a self-updating AI Product Management course.

Two things I tried to do differently:

I ran a small company out of five inboxes. The message that cost me a customer was never the loud one, it was a quiet Slack DM three screens down while I was clearing newsletters.

So I built Nolario. It connects Gmail, Outlook, Slack, Microsoft Teams and Calendar, gives every message an importance score (0 to 100, based on who sent it, whether it is addressed to you, whether it asks for something, how old it is, and a model pass for the uncertain middle), and ranks one feed so the important thing is at the top. Replies get drafted in your own voice from what you actually send, so answering becomes editing.

Things I decided early and would love a second opinion on:

• It ranks, it never answers for you. I do not trust any tool to send on my behalf, so I did not build that.

• Message content is scrubbed of personal data before it hits an AI provider. Cost me weeks, felt non-negotiable.

• Desktop only for now. Founders do this work at a desk.

Road to 1,000,000 @Votap users - Day 89 | Current: 1470

I ve been building AyniCam independently from Morocco.

The idea was initially simple:

Can an iPhone become an intelligent dashcam using its camera and on-device AI?

That question gradually turned into:

AyniCam transforms your iPhone camera into an intelligent driving companion.

It combines real-time computer vision with navigation and incident recording to help you understand what s happening around you while driving.

AyniCam can detect road users and objects, visualize the road with AI overlays, assist with navigation, and automatically keep footage around important moments.

Built with a focus on fast, on-device processing and a simple driving interface.

For a long time, I felt that learning English was too focused on memorizing things.

You learn a list of words, take a quiz, get a score, and move on.

But what happens when you forget those words a few days later?

Or when there are five words you keep spelling incorrectly?

Hi PH. I'm Dana, solo founder from Ukraine. Today I launched EmberCine an AI film studio and a streaming platform in one. You make a film by chatting with a Director AI; every film is reviewed before it goes live; viewers subscribe; creators split 55% of net subscription revenue by watch-time.

Launch: https://www.producthunt.com/prod...

Site: https://embercine.com

If you do outbound or B2B sales, you ve probably wasted hours scraping sites, cleaning CSVs, and fighting bounced emails only to get a tiny reply rate.

I built Leadmeta (https://leadmeta.me) to make that whole flow stupidly fast:

• Describe your ideal customer in plain English (e.g. founders of SaaS tools doing $10k $50k MRR )

• Leadmeta uses AI to generate Google Dork queries and runs them in real time

• It extracts emails from public search results and runs a 4-layer DNS-based verification client-side

• You export a clean CSV that plugs into any CRM or cold email tool in one click