Vast.ai is hiring.
We're growing. Fast.
Agent-ready AI infrastructure. Profitable, venture-backed. New roles across engineering, research + DevRel, mostly deep systems + GPU work. On-site in SF or LA.
vast.ai/jobs
Sol from @OpenAI one-shotted a multi-tentacled creature morphology and RL training harness, launched and monitored the run on @vast_ai on an H200 and created a @threejs + @webgl_webgpu browser environment for the harvested policy to crawl around in. I woke up and this guy was
Token-based API pricing charges you per word your agent thinks. Rent GPUs and self-host instead, and you pay for compute time, not tokens. You control the efficiency.
Why agents cost more than chatbots (and what to do about it):
One embedding model. Multiple vector sizes. No retraining.
Matryoshka embeddings let you tune retrieval cost vs. quality at runtime. 768 dims for accuracy, 64 dims for speed. Same model handles both.
Here's how:
You can now rent GPUs from inside your coding agent.
Vast ships as a plugin for Claude Code, Codex, and Cursor. Search, launch, monitor, and tear down GPU instances without leaving your editor — tell the agent what you want, or run a slash command directly. Safe defaults keep it
We built a fully functional coding agent in under 100 lines of Python. No framework. No magic. Just the model requesting actions and your program executing them.
Runs on a single RTX 5090 with Ollama. Full code + breakdown:
NEW Installer Wizard for Hosts
This TUI offers a new guided terminal setup that replaces the CLI script. It walks you through each step, validates your driver, hardware, ports, and speed before installing, and gives plain-English fixes instead of stack traces.
Find the guided
B300 has 2x the memory of H200 (288 GB vs 141 GB) and 8 TB/s bandwidth. But is it actually worth the 1,400W TGP for your workload?
We break down H200 vs B300: specs, use cases, and when Blackwell Ultra is the right call 🧵