Deep dives, tutorials, and analysis for AI-powered creators.
SynthCut is a free, GPL-3.0 video editor built to be operated by an AI agent, exposing itself as a Model Context Protocol server so a client like Claude Desktop can run real, frame-accurate edits locally.
Google has changed how you steer its newest models. Gemini 3.6 Flash and 3.5 Flash-Lite now ignore temperature, top_p, and top_k, and future models will reject them.
NvChat is a free, open-source Windows app that gives you a native desktop chat interface for NVIDIA free hosted LLM API, with access to more than 100 models including vision and reasoning models.
Andrew Ng released OpenWorker, an open-source desktop agent that hands you finished work instead of a chat transcript. It runs locally on your Mac using your own model API keys.
Hugging Face added native Nunchaku 4-bit quantization to Diffusers, cutting diffusion VRAM up to 50 percent so flagship image models run on consumer GPUs.
Anthropic raised Claude Managed Agents from 20 to 500 skills per session and added five-tier effort controls, making a single agent able to hold a whole knowledge base.
Anthropic brought its Claude Security vulnerability scanner into the Claude Code terminal on July 22, 2026, as a public-beta plugin for every Claude Code user.
Palmier Pro is a Swift-native macOS video editor that generates media on the timeline with Kling, Seedance, and Veo, and exposes an MCP server for Claude and Codex.