What Is Jev? A Practical Introduction to TypeSafe's System One Model
October 05, 2026Learn what Jev is, how TypeSafe's System One model returns typed decisions, and when AI agents can use Choice, Score, and Noul instead of an LLM call.
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
DeepSeek-V4.1-Flash vs GLM-5.3-Flash vs Qwen3.8-Flash and Flash-Next
September 15, 2026Compare DeepSeek-V4.1-Flash, GLM-5.3-Flash, Qwen3.8-Flash, and Qwen3.8-Flash-Next for coding agents: APIs, vision, context, and benchmarks.
GPT-5.4 vs GPT-5.6 for Coding: Plus and API Replacements
September 15, 2026Compare GPT-5.4 with GPT-5.6 Sol, Terra, and Luna for coding: benchmarks, API prices, ChatGPT Plus access, and practical replacement choices.
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.
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.