Friday, September 11, 2026 · San Francisco
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Tools & Workflows

Intermediate Tutorial: Run Local Coding Models With Magnitude

Intermediate Tutorial: Run Local Coding Models With Magnitude

Magnitude can match local AI models to your computer and connect them to a coding agent. This intermediate tutorial takes you from a version-pinned installation to model selection, a direct local response and an OpenCode coding exercise with a checkable result. Learn how to read the performance estimates, diagnose memory and connection problems, and disconnect cleanly. Free membership opens the full guide and the weekday Morning Briefing.

By Marcus Schuler 16 min read
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Claude helped build Mali's phone-surveillance platform; VoiceStudio goes local

Garry Tan would do nothing about distillation after Anthropic counted 151 million exchanges. Oracle's backlog hit $664 billion.

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Tools & Workflows

Tools & Workflows

VoiceStudio Brings Voice Cloning and Video Dubbing to Your Computer

VoiceStudio puts voice cloning and video dubbing on your own computer. Before you replace a paid service, find out which installation fits your hardware and what the model license permits. Our free-member guide includes Mac and Windows setup, a version-pinned Docker command, a first voiceover and a short dubbing project. It also follows the developer and users who found out where local voice production gets difficult. Join free to read the complete guide.

Tools & Workflows

Anthropic Adds a Claude Code Audit for Skills That Waste Context

Claude Code 2.1.261 added /skill-doctor on September 4, 2026. It reports which loaded skills a session never invoked and what each costs in context, after Anthropic said it removed over 80% of the product's system prompt with no measurable loss on its coding evaluations.

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