Last quarter one of our engineers made a small edit to a system prompt. Pushed it directly. No review, no history, nothing.
Within an hour our AI was responding to users with completely wrong answers.
We had no idea what changed. No diff to look at. No rollback button. Just three of us staring at the codebase trying to reverse-engineer a single line edit that had already been overwritten.
Hi Product Hunt. I'm Rafael, an AI Architect from El Salvador. I am introducing the Morpheus Protocol Manifesto. Full transparency: This is not a launched SaaS yet. This is a completed, independent architecture (SHINRA) audited and valued at $659,160 USD under IFRS standards. Current LLMs suffer from severe 'Context Amnesia' in complex workflows. Morpheus is designed to be the first true Session Intelligence OS a control plane that governs and persists memory across multiple agents. I am currently raising a $125k Seed Round to acquire the hardware/cloud infrastructure to bring this blueprint to production. I ve architected this entire thesis from a mobile device (Galaxy A17) to prove that sovereign AI starts with pure engineering logic, not just massive resources. I am looking for feedback from serious builders on the architecture, and I'm open to connecting with investors who see the multi-billion dollar gap in AI memory. Read the Strategic Vision here: https://morpheus.raigekilabs.com/ "
Are you solving hundreds of LeetCode problems but still struggling to land that Big Tech offer?
Companies like Google and Meta aren't just checking if your code compiles. They're looking for "Signal" your communication, edge-case handling, and architectural trade-offs.
Hi Product Hunt Community sharing Raghim AI in beta.
We re focused on something plain: support, docs, and workflows with AI agents, without pretending your data and workloads can live wherever. If you need self-hosted, managed packages, or a fast cloud-style path, the idea stays the same: answers grounded in your content, optional tooling (including MCP you configure), and room to deploy in a way that fits risk and residency.
Palantir sits at an interesting intersection. It's a software company that grew revenue 56.2% year over year, flipped to serious profitability, and has zero debt. The kind of fundamentals that make founders pay attention because the business mechanics are genuinely interesting to study, regardless of whether you're investing.
The debate around it is also highly relevant to the founders. How much should a high-growth software company be worth relative to its current cash generation? How do you price in a strong narrative and government contract moat? These are questions that apply to how founders think about their own businesses, too.
Most Shopify tools show you revenue. This shows you what's actually left.
Enter your selling price, COGS, shipping, ad spend and get a full profit waterfall: Gross Revenue COGS Shipping Platform/Payment Fees Ad Spend Returns True Profit.
If you're into private tracking (PT), you probably know Navidrome. I've been using it for a while, but the iOS experience always felt a bit off.
I've tried the official client and a few third-party ones. They mostly just play music. Once your library gets past a few thousand tracks, browsing becomes a pain.
I have all my music right there on my server, but digging out the songs I actually want to listen to is surprisingly hard. Some tracks just get buried and never see the light of day again.
After thinking about it, I realized the core issue: my music wasn't being managed with any real structure.
