... initial scaffold. The Challenge: Most 'free' models hallucinate complex state management in full-stack architectures. For those of you vibecoding full products: Which free model handles database schema migrations without breaking? Is anyone successfully using DeepSeek or Llama4 (Quantized) for local full-stack dev to avoid token costs entirely? Comment from Ahmed Labeeb(@ahmed_labeeb): @lpellis  That's helpful information, thank you. I plan to build an affiliate marketing system for my product first, instead of working directly ...

... Yesterday, Meta announced that they have released a new collection of AI models, Llama4 , in its

... everyone! I m part of the team behind Ontosight.ai , a platform that helps researchers, clinicians, and data scientists turn complex biomedical data into real insights. We just integrated Meta s LLaMA4 into our platform, and the results have been wild. Here s what you can now do with Ontosight +