NemoClaw vs OpenShell: What's the Difference and When to Use Each
August 10, 2026NVIDIA has two open-source tools for running AI agents securely: OpenShell and NemoClaw. Here is what each does, how they relate, and which one to pick.
Fernando Nogueira
Tech Lead & Software Engineer
Brazilian software engineer based in Spain, writing practical guides on Java, Spring Boot, cloud infrastructure, Docker, Kubernetes, and AI tooling for developers.
Latest Posts
How Ollama Cloud Pricing Works: Plans, Usage Levels, and What You Really Pay
August 08, 2026Ollama Cloud does not charge per token. Instead, it uses a plan-based system with usage levels. Here is how the pricing actually works, which plan to pick, and what each model really costs to run.
Ollama Cloud Models: Which One to Use for Coding, Agents, and Daily Work
August 08, 2026Ollama Cloud now hosts 16 open-weight models, from lightweight 4B to the 2.8T Kimi K3. Here is which one to pick for coding, agents, multimodal work, and tight budgets.
Bonsai Distillation Explained: From Qwen3.6-27B to a Phone-Friendly 3.9 GB Model
August 04, 2026A step-by-step look at how Prism ML distilled a 27B parameter model into a 3.9 GB phone-capable file while keeping 89.5% of full-precision reasoning.
Can a 3.9 GB Model Really Code? Testing Bonsai 27B 1-Bit on a Laptop
August 04, 2026I ran the 1-bit Bonsai 27B model locally on a laptop. Here's what happened when a 3.9 GB GGUF tried to write code, solve math problems, and keep up with full-precision models.