Wiring a Local LLM Into Real Work — OpenAI-Compatible APIs and MCP
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Estimating What Fits in Your VRAM — Quantization and Memory Math for Local LLMs
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Reading Your Cloud AI Bill Before You Buy a GPU — What Local AI Really Saves
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Selling Without Printing: STL Data Sales and Three Business Models Compared
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After the First Sale: Business Registration, Invoices and Tax Filing in Japan
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What Individuals Must Disclose When Selling in Japan: SCTA and the PL Act
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Can You Legally Sell That Model? Copyright, Design Rights and Licenses
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Recalculating 3D Printing Costs at Japanese Electricity Rates
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BOOTH vs Creema vs Mercari Shops: Japan Marketplace Fees Compared in 2026
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Decide What You Sell Before You Print: Finished Goods, Data, or Design Work
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