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Why Your Next Home Server Should Be a Mac Mini, Not a Raspberry Pi
Mac Mini vs Raspberry Pi as a home server in the AI era. Real power consumption measurements, local LLM inference benchmarks, headless macOS server setup, used M-series Mini price math, and when the Pi still wins.
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AI coding workflows: Scorecard question: did this PR have to exist?
A field-tested take on the scorecard question: did this PR have to exist? with AI coding workflows: what it rewards, where it breaks, and how to keep the workflow honest.
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Why Battery Life Is More Important Than GPU Performance
Discover why battery life has become more important than GPU performance for most laptop users. Learn how computing priorities have shifted and what.
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Why Venture Capital Makes AI Both Better and Worse at the Same Time
VC money enabled rapid AI capability gains while making careful development nearly impossible. The incentive structure produces both outcomes systematically.
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The Podcast Production Stack That Runs Entirely on One MacBook
A complete AI podcast production workflow on Apple Silicon. Audio Hijack recording, AI voice isolation, Whisper transcription with timestamps, local LLM show notes and chapter markers, with prices and free alternatives for every step.
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Prompt engineering for code: Structured outputs: JSON schemas that keep agents honest
A field-tested take on structured outputs: JSON schemas that keep agents honest with Prompt engineering for code: what it rewards, where it breaks, and how to keep the workflow honest.
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The Science of Attention: Why You Use Some Products Every Day and Others Not
Discover the science behind why certain products become daily essentials while others gather dust. Learn the psychological principles that determine.
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What's Missing From Every AI Safety Conversation (And Why Nobody Wants to Bring It Up)
Doomers and deniers dominate AI safety discourse. Both avoid the key question: who decides what AI optimizes for, and who holds them accountable?
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I Made My Mac Read Every Contract Before I Sign It
How to review contracts with a local LLM on Mac. PDF to text extraction, a complete structured legal review prompt, context window settings for long documents, and why local AI matters for leases, NDAs, and employment contracts.
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Cline and Roo Code: Building an internal guardrails library on top of Cline
A field-tested take on building an internal guardrails library on top of Cline with Cline and Roo Code: what it rewards, where it breaks, and how to keep the workflow honest.
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What Hardware Actually Makes Sense to Buy Today (and What Is Just Marketing)
Cut through marketing hype to discover which hardware purchases actually make sense in 2026. Learn to identify genuine value versus manufactured demand.
