I tried OpenCodex, and it really has that powerful open-source feel. For those dealing with token limitations, I think it would be great to set up multiple models through different providers and rotate between them as needed. It also seems useful to register and use models that are occasionally released for free on OpenRouter. Since usage can automatically switch without needing to log in again, it has become incredibly convenient. It feels like one of the most useful open-source projects I’ve seen recently. from claudebum

Skip the polished bio. Give us enough context to understand the work. • What do you do? • What are you trying to build, automate, or improve? • What does your current setup look like? • Where are you stuck? • Are privacy, local AI, cost, or vendor lock-in part of the decision? If you are still exploring, name the decision you are trying to make. “Which local model fits customer-support documents?” gives people something useful to answer. “I want to use AI” does not.

Welcome to the DOOing Local LLM/AI Guild. This is a place for people using AI to build something useful. It is not a prompt dump, a business-opportunity feed, or a place to repost every AI headline. Free members can follow useful AI news, join open discussions, share projects, and find public or local events. Builder members also get the implementation layer: live calls, direct troubleshooting, project feedback, recordings, and shared resources. Start with these three actions: 1. Introduce yourself below. Tell us what you are building, operating, or trying to improve. 2. Post a real question in Help & Troubleshooting. Include your setup and what you already tried. 3. If you have something working, share it in Build Logs & Demos. Failed experiments are useful too. Weekly Builder calls: • Tuesday at 9:00 AM Pacific • Saturday at 5:00 PM Pacific The standard is simple. Bring context. Protect private data. Show your work. Help the next person move faster. Quick links 👋 Introduce yourself https://www.skool.com/local-llmai-guild-2175/what-are-you-building 🛠️ Ask for help https://www.skool.com/local-llmai-guild-2175/use-this-format-when-asking-for-help 🔧 Share a build https://www.skool.com/local-llmai-guild-2175/share-the-build-including-what-failed 🧰 Builder call guide https://www.skool.com/local-llmai-guild-2175/how-the-builder-calls-work 🚀 Opening announcement https://www.skool.com/local-llmai-guild-2175/the-guild-is-open

https://www.tella.tv/video/meta-s-spark-model-the-cost-of-your-data-hce3

https://youtube.com/live/oZI8fV-MSBc?feature=share