System Design Behind Four AI Products
Four AI assistant architectures: a horizontal analysis of Codex, Cloudflare Ask AI, Google AI Overview, and Firefox AI Chatbots.
Do have faith in what you're doing
Focused on containers, automation, and AI applications, this site turns real engineering work into practical notes and durable lessons.
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Codex Subscription Experience: Comparison with Copilot Pro
A record of the actual experience after subscribing to Codex, including installation updates, Chrome extension, comparison with Copilot Pro, and some observations on how AI tools work.
Vibe Coding Blog Migration Notes
A practical record of migrating an old blog to a new platform using Copilot /plan + Astro, including model selection, Cloudflare configuration, and pitfalls encountered with Google AdSense integration.
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