We are excited to share that we are building Reserved AI Bandwidth - openbandwidth
This effort came from a deep frustration that AI pricing model is broken for heavy usage. For building something meaningful and useful, I was paying 200$ per month for closed source research labs. Also the position no.1 is being competed by various companies, migrating was very difficult.
A few weeks ago I shared Cognilumin as an early AI explainability tool. A lot has changed since then, and I wanted to post an update for anyone who saw the original thread.
Cognilumin has evolved into a focused AI observability and clarity platform three modules that help teams understand, visualize, and debug AI behavior:
Illuminator structured, expert level explanations with intent based routing (evaluation, debugging, observability, or master teacher depending on the question)
Topology Visualizer live particle flow state maps from natural language descriptions (lightweight alternative to Galileo Smartscape)
Execution Logs step by step reasoning traces with hex formatted indices and action tags, zero setup
I ve also refined the onboarding: the homepage now includes four scenario pills that instantly demo evaluation, debugging, observability, and concept explanation so a visitor can see the value in under 10 seconds without typing a word.
Hey! I built a clean and simple budget tracking app called Money Manage. I wanted something straight to the point without unnecessary clutter, where you can easily track your expenses and manage your categories in detail. It's live on the Play Store, feel free to give it a try if you're looking for something lightweight: https://play.google.com/store/ap...
I am Mani, working on the AI powered Nutrition and Wellness Coach. Below is my complete Idea, any insights or recommendations are highly appreciable. Open to Collaborate as well.
Genuine question, because I think the honest answers are either "way too much" or "basically zero," and both hurt.
When I started building my product I bounced between those poles: two weeks of daily posting, then three weeks of silence when real work took over. The silence weeks were the expensive ones. For a product nobody has heard of, visibility decays fast.
What finally worked for me was capping it: 2.5 hours a week, structured. One 90-minute block on Sunday to write everything for the week while I still have context. Fixed publishing slots (Tue/Thu/Sat) so nothing depends on my mood. Ten minutes a day replying to people in my space, which drives more profile visits than my own posts do some weeks. And once a month I re-queue my best performer, because new followers never saw it.
When I started building SolanaForge, I originally focused on solving one simple problem: making token creation easier without requiring users to write code.
The obvious approach was to support only one ecosystem and keep everything narrow.
I kept sending job applications and outreach emails with zero idea if they were even opened. So I built OpenTrace a Chrome extension that notifies you the moment your email is read, straight from Gmail.
What it does:
Instant notification on open, with time, device, and country
Gray check when tracked, cyan double-check when opened, right in your Sent folder
Filters out your own opens, so it's real data
Never reads email content just subject and recipient I am solo dev building in public show some support guys i will post the link whenever it is ready i will take almost a week more.
