Sharing an open-source project I’ve been working on: TokenMizer. It’s a memory layer for LLMs that keeps useful context from previous sessions — things like decisions, tasks, goals, files and errors. The project is available on GitHub: https://github.com/Shweta-Mishra-ai/tokenmizer Feel free to check it out and share any feedback.

I've been keeping the stack small: perplexity.ai for quick research, chatgpt.com for working through offers/content, and floment.ai for breaking the idea into projects and daily tasks so I'm actually building instead of opening another AI chat. For a 30-day sprint, I feel like tracking what you shipped each day matters way more than collecting another 50 prompts. How are you guys keeping yourselves accountable during the 30 days?

So, I decided to start a new challenge: Build a $100K AI mobile app from scratch in public. In the first episode (they will be coming out weekly) I test open-source AI image models on my iPhone, build an early MVP that generates images fully offline, demo it in front of my community IRL, get feedback and reduce generation time from 300s to 10s & more! I’m documenting the whole journey: 0 users, launch, feedback, monetization, and hitting $100K. Hopefully it's helpful for some of you here:)

A lot of you have gotten into the 30-Day AI Challenge over the last couple weeks, so let's actually use this community instead of everyone building alone. Comment below with: 1. What module you're on 2. What you're building on Base44 (one sentence is fine) 3. Where you're stuck right now I'm in here every day. Tag me if you hit a wall and I'll help you get through it. If you've already built something, drop the link — even if it's rough. Let's see what everyone's working on.

Hello everyone! My name is Alex, I am 35, from Romania, I work in IT, as a Product Owener and Business Analyst. I decided I want to stop working for 2 companies to have a decent income and I was looking up different ways to earn money. I tried posting on Reddit in different subreddits, I messaged people, then I started posting about offering my ghostwriting service. They get deleted, even if my account is more than 2 years old. When contacting people on Linkedin, I get the limit, so I can only contact very few people. So how to actually get clients? Now I work 5 to 6 hours per day, I get paid in Euro, about 9k USD after taxes. How can I earn the same amount doing Linkedin Ghostwriting? Also, I am open to starting any other online business, even something that involves coding, I use ChatGPT and Claude everyday at my jobs, so it will not be a problem. Thank you