Pharma companies are all about life saving drugs. But from the perspective of software, pharmaceutical companies manage and author a series of documents of ever-increasing complexity, accuracy and criticality. Viewed in this way, the operating system for the pharma industry can be reimagined as a content management platform that helps scientists and pharma execs manage pre clinical, clinical and post clinical development of drugs and their go to market. We are building this exact suite for a multi billion dollar pharma company. The result is more money spent on lifesaving drug R&D and a more streamlined interface with regulators because the documents required to move along their process are increasingly pristine and machine verifiable. This doesn’t just apply to pharma. We are doing similar things in manufacturing, finance, aerospace & defense and medical devices. 8090’s practice and our Software Factory platform excels particularly well in regulated environment where vibe coding won’t get the job done. If you want to see if we can help you, please be in touch. Sales@8090.ai

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Finally able to talk about what I've been heads-down on for 6 months at @nvidia 🦀⚡ We just open-sourced cuda-oxide — an experimental rustc backend that lets you write CUDA kernels in pure Rust. No DSLs. No FFI. No source-to-source step. Single source. Short🧵👇

Every time I see a tweet saying “I can vibe code this in a weekend” - I think of the slack notification system.. It takes time, persistence and effort to get the details right. Sure, a lot of simple workflows will get vibe coded away. And maybe you can put this in Claude Code and get the code right in one shot. But quality, depth and great systems will still have value and take time. You can’t vibe code lessons. Now and forever.

Introducing... Gemma 4 Multimodal Fine-Tuner for  Apple Silicon - LoRA fine-tunning toolkit for Gemma LLM - runs locally on macOS via PyTorch and Metal - streams data from Google Cloud to your machine - fine-tune on audio, image and text - easy-to-use CLI wizard If you want to fine-tune the new Gemma 4 on text, images, or audio without renting an H100 or copying a terabyte of data to your laptop, this is the only toolkit that does it all on Apple Silicon.