This is f**king insane
I was burning $100 in a single night running AI agents before this. DeepSeek V4.1 Flash costs ~1/70th of Astra, and someone figured out how to make Astra orchestrate while Flash does almost all the work. [it takes 3 mins to set up — here is how] 1.
There are 4 solid ways to add free models to Claude Code or Codex.
You only need one to start. 1. Let Claude control a locally installed model. 2. Run a local engine inside Agent OS. 3. Add local + cloud models inside DeepSeek Harness. 4. Plug in a free API like DeepSeek V4.1
I trained an AI model on my phone through Telegram
Using OpenClaw running on Hugging Face infra: ML Claw It beat DeepSeek V4 Pro on the given task while having 80 thousand times less parameters That's right. The model, GoePT-1-20m is only 20 million parameters. It runs in the
While all the hype about Astra is going on, I tried 's DeepSeek V4.1-Flash with Unity to prototype a simple endless runner from scratch.
Here's Day 1 of this. Cost ~$4 in OpenRouter. unity deepseek_ai
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