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The Real Reason Tech Layoffs Follow a Specific Pattern Every Single Time
Tech layoffs follow a predictable template — Tuesday announcements, immediate badge revocation, simultaneous profit reports. The structural reasons why are more revealing than the PR.
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The AI Language Learning Method That Replaced My Duolingo Streak
How to learn languages with LLMs on a Mac. Complete AI tutor system prompt, graded reading with rewritten news articles, Anki flashcard generation, and pronunciation feedback using Whisper transcription — honestly compared to Duolingo.
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AI coding workflows: Treating diffs as the primary artefact, chat as exhaust
A field-tested take on treating diffs as the primary artefact, chat as exhaust with AI coding workflows: what it rewards, where it breaks, and how to keep the workflow honest.
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The Future of Consumer Electronics: Fewer Devices, More Context
Explore how consumer electronics are evolving from device proliferation to contextual computing. Learn why fewer, smarter devices that understand your.
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How Stripe Quietly Became More Important to AI Than Any AI Company
Stripe, AWS, and Twilio don't build AI — they make money every time an AI company does. The picks-and-shovels thesis for the AI economy, examined seriously.
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Local AI Security — What Can Actually Leak and How to Lock It Down
Local AI security guide for Mac users. What actually stays on-device with Ollama, what leaks through telemetry and exposed servers, OLLAMA_HOST binding mistakes, Little Snitch verification, and a complete lockdown checklist.
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Prompt engineering for code: How to write a system prompt you can still read in six months
A field-tested take on how to write a system prompt you can still read in six months with Prompt engineering for code: what it rewards, where it breaks, and how to keep the workflow honest.
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How Technology Influences Our Decision-Making More Than We Realize
Explore how technology subtly influences your decisions through design, defaults, and algorithms. Learn to recognize these hidden influences and make.
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What Nobody Explains About How a Transformer Actually Works
A precise, jargon-minimal explanation of transformer attention mechanisms for smart readers without an ML background. What attention does and what it doesn't.
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I Compressed 10 Years of Bookmarks Into One Searchable AI Brain
How to turn a decade of browser bookmarks and Pocket exports into a local semantic search archive. Dead-link auditing script, single-file page archiving, and embedding-based search with AnythingLLM on a Mac.
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Cline and Roo Code: Roo modes that codify team-specific workflows
A field-tested take on Roo modes that codify team-specific workflows with Cline and Roo Code: what it rewards, where it breaks, and how to keep the workflow honest.
