AaronCQL
450 posts

AaronCQL
@AaronCQL
VP Eng @JupiterExchange. Prev Co-founder & CTO @coinhall_org (acq by Jupiter). Serial experimenter.









Starting June 15, paid Claude plans can claim a dedicated monthly credit for programmatic usage. The credit covers usage of: - Claude Agent SDK - claude -p - Claude Code GitHub Actions - Third-party apps built on the Agent SDK



When the CEO of Coinbase said "non-technical teams are now shipping production code" I assume it's things like marketing now makes copy updates to a small site w/o a dev or similar. But now half the internet thinks this caused the Coinbase outage two days later, when it did not.

Today we’re releasing Qwen-Scope 🔭, an open suite of sparse autoencoders for the Qwen model family. It turns SAE features into practical tools: 🎯 Inference — Steer model outputs by directly manipulating internal features, no prompt engineering needed 📂 Data — Classify & synthesize targeted data with minimal seed examples, boosting long-tail capabilities 🏋️ Training — Trace code-switching & repetitive generation back to their source, fix them at the root 📊 Evaluation — Analyze feature activation patterns to select smarter benchmarks and cut redundancy We hope the community uses Qwen-Scope to uncover new mechanisms inside Qwen models and build applications beyond what we explored.Excited to see what you build! 🚀 🔗🔗 Blog: qwen.ai/blog?id=qwen-s… HuggingFace: huggingface.co/collections/Qw… ModelScope: modelscope.cn/collections/Qw… Technical Report: …anwen-res.oss-accelerate.aliyuncs.com/qwen-scope/Qwe…

Metis Update: April – routing now considers expected slippage per market – splits finalize on-chain at execution time – sub-100ms quotes via fast mode – routing through jupiterZ liquidity these and more in the full changelog → developers.jup.ag/blog/metis-upd…




