Jev and the Rise of “System One” AI: When a Decision Model Can Replace an Expensive LLM Call
Jev is TypeSafe’s System One decision model, built to return typed, probability-scored outputs rather than free-form text. This explainer examines…
The Best Development Skills for Vibe Coders in 2026: Context Management, Testing, Debugging, and Agent Workflow Design
Vibe coding in 2026 is about more than writing clever prompts. The best AI-assisted developers master context management, testing discipline,…
Ollama Integrations in Practice: Using Local and Cloud Models with OpenAI-Compatible APIs, Claude Code, and OpenClaw
Ollama’s real power isn’t just running models locally—it’s plugging those models into everyday tools. This guide explains how Ollama’s OpenAI-compatible…
HyperFrames Explained: How HTML-to-Video Rendering Creates Deterministic, Agent-Friendly Video Pipelines
HyperFrames is an open-source framework from HeyGen that renders plain HTML/CSS/JavaScript into pixel-perfect, deterministic MP4 videos via a CLI. By…
Hermes Agent (Nous Research) Explained: How Persistent Memory and Auto-Generated Skills Make Self-Hosted AI Automation More Reliable
Hermes Agent (by Nous Research) is an MIT-licensed, self-hosted AI agent framework designed around a closed learning loop: it maintains…
Google AI Studio in 2026: A Practical Guide to Prototyping with the Gemini Developer API, Structured Outputs, and Vertex AI Differences
Google AI Studio in 2026 is the fastest way to prototype with Gemini via the Gemini Developer API—especially when you…
AI Skills Explained: What “Skills” Are, How to Create Them, and How They Work (With Hands-On Examples)
AI skills are reusable instruction sets (often combined with templates, examples, and tools) that make an AI assistant’s behavior consistent…
Retrieval-Augmented Generation (RAG) Explained: How “Search + Chat” Helps AI Answer Using Your Documents (Without Making Things Up)
Retrieval-Augmented Generation (RAG) is the “search + chat” pattern that helps AI answer questions using your documents instead of guessing.…
Secure Your Local LLM from Invisible Prompt Injection Attacks with Shadow Proxies
Invisible prompt injection attacks can hijack local LLMs by hiding malicious instructions in seemingly normal text. A hardened shadow proxy…
How to Evaluate AI Agents in Production: Metrics for Reliability, Tool-Use Failures, and Non-Determinism
A practical framework for evaluating AI agents in production using layered metrics—session success, trajectory quality, and action/tool correctness—plus strategies to…