I recently found Product Hunt and I'm super interested to see how this plays out. Currently, I am working on GradePoint, a SaaS dedicated to college students. I'm hoping to launch it fairly soon. I'm excited to meet all of you and see what projects and startups you are working on!
I've been building in the AI tools space for a while now specifically around knowledge management and research workflows. Spent a lot of time studying how people actually use these tools versus how builders think they'll be used, and the gap is always surprising.
What I keep noticing: most people who try AI productivity tools abandon them within two weeks. Not because the tools are bad but because the habit never forms. The tool requires too much intentional input before it gives anything useful back.
That friction point is what I've been obsessing over lately.
We built Memfect because research notes vanish into folders nobody opens again.
Memfect is a local-first AI tool that turns papers, PDFs, YouTube lectures, and GitHub repos into a living knowledge graph — all on your machine. No account. No subscription. No cloud.
Drop in a source → AI builds atomic notes and links them to your atlas → semantic search answers questions from your own knowledge — not the internet.
Works with OpenAI, Gemini, Claude, or fully local via Ollama.
