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Productivity guides 9 min read
A Mac user report suggests separating Claude reasoning from desktop execution. We examine the MCP idea, background versus non-interactive operation, the reported 6/8 result, and three checks for real tool use.
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All articles All stories Choosing tools Creative methods Getting started Model basics Product news Productivity guides Video creation 15 stories
↗ Choosing tools 2 min read
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↗ Model basics 15 min read
A practical analysis of AI coding quality, with maintainability checks, 3D scene acceptance criteria, and a reusable delivery checklist.
↗ Model basics 4 min read
An editorial view on long workflows, output capacity and the cost of accepted work, with a clear distinction between expectations and current access.
↗ Model basics 2 min read
One user reports lower weekly allowance and slower output. We explain the numbers, preserve the original post, and add an English translation.
↗ Model basics 7 min read
An X exchange revisits Gemini 3.1 Pro versus Opus 4.6. We check the old scores, Argon’s new evidence, and what matters in real work.
↗ Product news 4 min read
The post says tomorrow at 10am PST. If it means 10am local Pacific time, Beijing gets October 3 at 1am; literal PST means 2am. The date and daylight-saving distinction matter.
↗ Model basics 2 min read
Read model information through inputs, outputs, task requirements, integration and cost.
↗ Productivity guides 2 min read
Open the sources, check the dates and keep facts separate from your own conclusions.
↗ Product news 2 min read
The July 1, 2026 announcement covers external agents, interactive HTML and more ways to work with files.
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