Blog
Writing on engineering, products, and founder reality.
Essays on shipping, frontend systems, and what holds up in production — published here first.
💰 How Aider Can Lower Your AI Bills From $5 to $0.17 Per Request
Cursor burned $5 per request on cache reads. I found a bug, reported it, and discovered Aider as a better alternative. Lowered costs from $5 to $0.17 per request - that's $4,830 monthly savings at scale.
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🔒 Need AI Model? Chrome Downloaded It For You Already
Google Chrome silently installs a 4GB Gemini Nano AI model on your device without asking for consent. Learn what this means for privacy, security, and how to monitor what apps are doing on your system.
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🔒 Nobody Anticipated This: GitHub Can Lock You Out of Your Entire Business Overnight
One comment. One ban. Your entire startup goes dark. Volodymyr Hordieiev's GitHub account was banned without warning, locking him out of his code, his integrations, and every platform using GitHub OAuth. Here's what happened and how to protect yourself.
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💸 Nobody Expected This: AI Coding Tools Are Getting Expensive Fast
Anthropic estimates enterprise developers spend $900/month on AI. Microsoft and Windsurf are switching to usage-based billing. Here's how engineering teams are adapting to the new economics.
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💥 Railway Production Wipeout: How an AI Agent Found a Token and Deleted Everything
An AI agent found a Railway token and wiped both production and backups. The founder documented everything. Here are 8 lessons to protect your infrastructure.
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🔧 Angular 22 Is Phasing Out @Injectable; The New @service() Decorator Is Here
Angular 22 introduces the @service() decorator as a simpler replacement for @Injectable(). The new pattern defaults to root provision and works with the inject() function. Template comments are also coming.
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💰 I Tested 20+ AI Models on Real Coding Tasks; Here's How to Find the Cheapest One That Actually Works
I tested 20+ AI models on real coding tasks from my Git history. The newest flagship model scored 66.7% accuracy at 264x the cost of a budget model with 83% accuracy. Only specialized coding models achieved 100%.
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🔓 All We Know About Vercel's 2 Million Dollar Leak; An OAuth Token Gone Wrong
A Vercel employee granted an AI tool full OAuth access to Google Workspace. The tool got hacked. Now stolen data is on sale for 2 million dollars. Here's the full breakdown and a security playbook.
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📖 I Published My Book on Amazon KDP and Made 10x Less Than on My Own Store
I published a technical book on Amazon KDP and tracked the numbers for a month. The royalty math, the pricing dead zone between $10 and $20, and a 10x revenue gap compared to selling direct.
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📄 I Took a Friend's Coding Resume From 58% Fit to 82% Without Changing a Single Fact
A friend's resume scored 58% against a web dev internship posting. After running it through ResumeHedgehog, the fit score jumped to 82% without changing a single fact. Here is how noise reduction and keyword alignment made the difference.
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