Stephen Smyth
2.6K posts
@StephenSmyth
Internet Marketing / Joint Ventures / The Future of Commerce is Everywhere, and That Future is Now / EX Shopify
Shopify is the all-in-one commerce platform powering millions of businesses worldwide Thank you to the @Shopify team for building their own official Hermes Agent skill enabling your agent to manage products, orders, inventory, and fulfillments from any channel.
Announcing: Claude for Everyone: Toronto We're hosting an official Claude Code for Everyone Community Meetup. Not just for developers this time. Anthropic has been shipping fast. Claude has changed how we work. Claude Cowork, Skills, and Connectors are bringing that same power to PMs, founders, ops people - anyone who works on a computer. Most people haven't seen any of this in action yet. That's what this event is for. Real demos. Hands on with the full Claude ecosystem. Space is very limited. Are you a Cowork power user and want to demo? DM me Brought to you by @buildfutureto cc: @robjama
I packaged up the "autoresearch" project into a new self-contained minimal repo if people would like to play over the weekend. It's basically nanochat LLM training core stripped down to a single-GPU, one file version of ~630 lines of code, then: - the human iterates on the prompt (.md) - the AI agent iterates on the training code (.py) The goal is to engineer your agents to make the fastest research progress indefinitely and without any of your own involvement. In the image, every dot is a complete LLM training run that lasts exactly 5 minutes. The agent works in an autonomous loop on a git feature branch and accumulates git commits to the training script as it finds better settings (of lower validation loss by the end) of the neural network architecture, the optimizer, all the hyperparameters, etc. You can imagine comparing the research progress of different prompts, different agents, etc. github.com/karpathy/autor… Part code, part sci-fi, and a pinch of psychosis :)
