I've been building AI agents for a while and the memory problem kept bugging me. Every time a conversation ends, your agent forgets everything. The standard fix is cramming thousands of tokens of conversation history into every prompt. It's slow, expensive, and most of it isn't even relevant.
So I looked at what's out there. Mem0, Zep, Supermemory. They all do basically the same thing: take text, embed it as blobs, throw it in a vector database. It works, sort of. But there's no structure. You can't look up a specific piece of knowledge. You can't version it. You can't organize it. And they charge you ~$0.002 per operation on YOUR API key because they're running LLM completions for every read and write.
We've all been there, you just need someone to talk to. Someone who actually listens, who's kind, and who won't judge. i need a nice guy connects you with real people for private, one-on-one conversations whenever you need them. Tell the app what you're looking for, whether it's empathy, humor, or simply a nice person, and you'll be matched with someone ready to chat. You both rate each other. Over time, your kindness builds your reputation: the nicer you are, the nicer the people you get matched with. No profiles to scroll through, no followers to chase. Just genuine human connection, one conversation at a time.
Hey Product Hunt! I'm Jeremiah Daws I teach Film and Creative Technology at a homeschool hybrid school in Georgia. I built SafeFamily because I watched parents in our school community struggle every day with the same problems:
Apple Music's "explicit content" filter still lets through songs with graphic lyrics. YouTube Kids regularly surfaces weird and inappropriate content. And there's no way to know if a book is age-appropriate before your kid reads it.
Hey everyone! I ve spent 5 years in full-stack dev and realized that planning (Jira/Notion) is easy, but execution is where most people fail because of "friction" tasks and distractions.
I m building a project to solve this. It s an active engine that:
Automates Boilerplate: Uses AI agents to handle the repetitive "friction" tasks (summaries, drafting) so you stay in flow.
Hard Enforcement: Blocks distractions at the OS level during focus sessions.
Syncs Deadlines: Protects your calendar based on actual project priority.
I'm curious for those of you building solo, what s the #1 "admin" task that kills your focus?
We ve all been there: you need to convert a quick .mov to .mp4 or a .wav to .mp3, so you Google "Online Converter." Suddenly, you re uploading sensitive data to a server in who-knows-where, hitting a "50MB limit," or waiting in a queue.
I thought: Why are we still doing this in 2026?
The Solution: I built MixConvert.com to fix this. It s a 100% browser-based file converter.
Quick recap: A few days ago I asked what game to build with my PlanetScale credits. After all your amazing suggestions, I landed on something that felt too perfect - a tower defense game about startup survival.
I ve been experimenting with ways to reduce fake signups and bot accounts in SaaS apps. Some approaches that have worked for me include:
Detecting disposable or temporary emails
Identifying VoIP or invalid phone numbers
Checking IP reputation and datacenter usage
Assigning a risk score to new signups to help prioritize real users
I recently built a simple API to experiment with these techniques and would love feedback from other devs if you re curious. https://rapidapi.com/ghost-produ...
