• 7 min read
OpenClaw rebuilding my family's farm website - Here's what surprised me
I rebuilt my sister-in-law's farm website from Telegram while soothing my baby to sleep. Here's what an AI agent actually did — and what genuinely surprised me.
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• 12 min readOrchestrating Claude Agent Team to Refactor My Codebase in 22 Minutes
How I used Claude Agent Teams to achieve 12x speedup on a complex multi-variant refactoring task—and the critical lessons learned about inter-agent communication, QA automation, and the future of PM-led development.
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• 5 min readSEO for the Age of AI: Making Your Site Visible to ChatGPT
How I optimized my personal site so ChatGPT and other AI search engines can find, understand, and cite it — and why every PM with a personal brand should care.
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• 9 min readLaunching GeoGuru: Experiments in AI-Accelerated Game Dev
How I built, polished, and optimized a geography mini-game in one morning using an AI-accelerated workflow. Spoilers: It wasn't just 'generate and done'.
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• 6 min readDesigning an AI-First PM Workflow in a Real Enterprise
Why I stopped thinking of AI as a chatbot and started building an AI-first PM workflow to protect my most valuable asset: human judgment.
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• 8 min readThe Great Unshackling: How the Product Craft Evolves in the Age of AI
The product craft as we know it has evolved dramatically from utility to empathy
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• 2 min readHow Can Artificial Intelligence be Applied in Automation Testing of Web Apps?
There are several interesting web app automation scenarios that we can improve using AI: Increase test execution stability (self-healing automation) by letting AI to automatically locate web elements when the primary locators fail. This feature already appears in some cutting-edge automation tools like Mabl. Increase automation productivity by using Natural Language Processing (NLP) to automatically