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Thoughts on artificial intelligence, machine learning systems, and the challenges of building production-ready AI applications. Sharing lessons from research and engineering practice.

July 19, 2025

10 min read

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Why I'm Betting Against AI Agents in 2025 (Despite Building Them)

I've built 12+ AI agent systems across development, DevOps, and data operations. Here's why the current hype around autonomous agents is mathematically impossible and what actually works in production.

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December 28, 2024

5 min read

I Tested AI Coding Tools So You Don't Have To: Here's What Actually Works

An honest review of AI-powered development tools including GitHub Copilot, GPT-engineer, Cody AI, and more. Real experiences, practical insights, and which tools actually boost productivity.

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Why I'm Betting Against AI Agents in 2025 (Despite Building Them)

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I Tested AI Coding Tools So You Don't Have To: Here's What Actually Works

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