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AI Video Upscaling on Mac — Restore Old Family Videos This Weekend
How to restore old family videos with AI on Apple Silicon — Topaz Video AI deinterlacing and 480p to HD upscaling with realistic processing times per M-series chip, free alternatives, digitizing MiniDV tapes and DVDs, and a batch weekend workflow.
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Windsurf: Using write-mode sparingly to protect your muscle memory
A field-tested take on using write-mode sparingly to protect your muscle memory with Windsurf: what it rewards, where it breaks, and how to keep the workflow honest.
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How to Automate Your Personal Workflow with Python
Learn to automate repetitive tasks with Python. From file organization to email processing, web scraping to data transforms, this practical guide shows.
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Why AI Will Never Replace Lawyers (And That's Not the Point)
AI is transforming law not by replacing lawyers but by commoditizing routine legal work, creating a barbell profession of high-judgment experts and AI operators.
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The M-Series Chip Buying Guide for AI — What Actually Matters
Which Mac to buy for local AI and LLMs — M-series memory bandwidth compared (base vs Pro vs Max vs Ultra in GB/s), RAM tiers mapped to model sizes from 8B to 70B+, why the Neural Engine barely matters, and buying advice for students, developers, and AI homelabs.
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Cursor: Pairing tab with explicit intent comments to steer predictions
A field-tested take on pairing tab with explicit intent comments to steer predictions with Cursor: what it rewards, where it breaks, and how to keep the workflow honest.
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Monitoring Is More Important Than New Features
New features get applause. Monitoring prevents disasters. Learn why observability deserves more priority than that shiny new feature, and how to build.
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The Semiconductor Shortage Was a Dress Rehearsal. The Real Crisis Is Coming.
The 2021 chip shortage revealed civilization's dependence on Taiwan's semiconductor fabs. A Taiwan Strait conflict would be categorically more devastating.
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Local AI Translation Beats Google Translate — and It's Private
How to run private, context-aware AI translation locally on a Mac with Ollama and Apple's offline Translate app. Czech-English quality comparison vs Google Translate, a system-wide Raycast translate hotkey, and document translation that preserves formatting.
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Google Gemini: Auditing IAM policies with a million-token sweep over Terraform
A field-tested take on auditing IAM policies with a million-token sweep over Terraform with Google Gemini: what it rewards, where it breaks, and how to keep the workflow honest.
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Micro-SaaS as a Side Project for Developers
Learn how developers can build profitable Micro-SaaS products as side projects. From idea validation to launch, this guide covers the practical path to.
