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Run DeepSeek-Class Models on a Mac — The Complete Guide
Complete guide to running DeepSeek-R1 distills and reasoning models on Apple Silicon Macs: distill sizes from 8B to 70B, quantization choices, realistic tokens-per-second by RAM tier, Ollama and LM Studio setup.
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Claude Code: Hooks that enforce lint, test and security gates before any write
A field-tested take on hooks that enforce lint, test and security gates before any write with Claude Code: what it rewards, where it breaks, and how to keep the workflow honest.
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The Future of Laptops: Why Performance Is No Longer the Main Selling Point
Explore why laptop buyers no longer prioritize raw performance. From all-day battery life to AI capabilities and seamless ecosystem integration, discover.
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Every Nation That Dominated One Tech Era Got Left Behind in the Next
The nation that wins one technology era almost never wins the next. This pattern from 1850 to today has massive implications for AI geopolitics.
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I Gave AI Full Access to My Calendar — Here's My Week Now
AI calendar management on Mac with Shortcuts and local LLMs: automated daily briefings, meeting agenda drafts, conflict detection, meeting-load analysis, and the privacy case for running it locally.
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GitHub Copilot: Constraining the agent with .github/copilot-instructions.md for reproducible behaviour
A field-tested take on constraining the agent with .github/copilot-instructions.md for reproducible behaviour with GitHub Copilot: what it rewards, where it breaks, and how to keep the workflow honest.
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How Technology Is Changing the Way We Sleep – and Why It's Not Always for the Better
Explore how sleep technology from trackers to smart beds is reshaping our rest. Discover why more data doesn't always mean better sleep, and what the.
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The Intelligence Illusion: Why What AI Does Is Not Thinking
The word 'intelligence' is doing enormous damage to how we reason about AI. Here's why anthropomorphizing LLMs is not just sloppy — it's dangerous.
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The Mac Terminal Commands That Unlock Hidden AI Power
Power-user macOS terminal commands for local AI: Ollama CLI flags, Modelfiles, OLLAMA_KEEP_ALIVE, pbpaste one-liners, Simon Willison's llm tool, jq parsing, and shell aliases for AI tasks.
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Local LLMs with Ollama: Running evals locally before trusting a new model
A field-tested take on running evals locally before trusting a new model with Local LLMs with Ollama: what it rewards, where it breaks, and how to keep the workflow honest.
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Why Most Smart Products Actually Get Dumber After a Year of Use
Discover why your smart home devices, fitness trackers, and connected gadgets seem to lose intelligence over time. From software bloat to planned.
