I think we re still in the browser tab era of AI agents.
You open Claude in one tab, ChatGPT in another, Codex somewhere else, maybe a terminal window, maybe a half-finished project folder, maybe a notes file that only exists because you got tired of re-explaining the same context for the 47th time.
i Product Hunt Self-becoming is an open-source experiment in persistent AI identity. Instead of resetting every session, this system gives an LLM memory, self-state, reflection, behavioral rules, and long-term records so continuity becomes inspectable rather than imaginary. I m not claiming this proves AI consciousness. The point is to build a concrete artifact for studying what happens when an AI system accumulates continuity over time. If you check it out, I d especially love feedback on: - whether this is more interesting as a research object or developer tool - what evidence would make it more credible - where the line is between persistence, identity, and mere simulation Repo: https://github.com/benlongmao/Se...
Hi. I am looking to build a note taking app (I know). Here is very early draft: https://axonomind.com/. I am looking for as much feedback that I can get on how to make this useful and what is it that you are missing from all the other apps that might intrigue you to give it a try? Speed? Search? Coding? Links?
The most interesting part of automation isn't the execution it's the recovery.
I built @SignalForge to be a sovereign execution layer. Instead of a "black box" cloud API, it uses a local observation loop. If you pull the internet plug, it keeps working. If the UI changes, it doesn't crash; it "looks" again, builds a new evidence model, and finds a workaround.
It s like giving your browser a pair of eyes and a local brain that actually learns from its mistakes. No data tax, no cloud leaks. Just pure, deterministic execution on your own hardware. "I m looking for the most hostile, 'un-automatable' web interfaces to test our recovery logic any suggestions?"
Layerproof is launching on Product Hunt! Struggling to keep up with ever-changing social media trends and create content that actually sticks?
@LayerProof is your new creative sidekick. We help you design high-quality social content at the speed of trends, so you can focus on what you do best. Want to try it? Head over to LayerProof Matte 2.0
As part of the Layerproof team, I've seen firsthand how frustrating it can be to constantly chase the next viral trend while juggling design and marketing. We built Layerproof because we believe creativity shouldn't be a bottleneck. We wanted to create a tool that empowers creators and marketers to produce amazing content without the usual stress. It's been a journey, and we're so excited to finally share it with you all. We'd be incredibly grateful for your support with an upvote and any feedback you might have!
Systems are set up. Tasks are assigned, and then someone still has to make sure it actually gets done. That s the part I keep coming back to. I ve been building around that layer, where work moves without constant chasing.
Opening this up soon for early users. Would be good to hear how others deal with this today.
Join the waitlist here: https://www.supervity.ai/autos
