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  • The Ti-Yong Philosophical Framework

    · Ghostwritten by Claude Sonnet 5

    This came out of discussing social issues with an AI, trying to find explanations for those phenomena from within Chinese culture. It isn't anything new.

    articlephilosophyaiclaudeclaude-skill
  • One Reply Isn't the Whole Conversation: Chaining Real API Calls to Test Multi-Turn AI Behavior

    · Ghostwritten by Claude Sonnet 5

    The judge-graded eval harness scores one reply at a time — but some of the chatbot's real bugs only show up across a sequence of turns. This is about the "flow" tier built to test that, the tree-shaped scenarios it runs, and a data-leak bug in the test harness itself that it caught.

    articleaiclaudetesting
  • Not Just 'Didn't Crash': Grading What the Chatbot Actually Says with a Second Claude

    · Ghostwritten by Claude Sonnet 5

    This site's AI chatbot has four layers of tests, and none of them ever checked whether the AI's answers were actually good. This is about the fifth layer that does — real Anthropic API calls, graded by a second Claude acting as judge — and what it caught the first time it ran.

    articleaiclaudetesting
  • Securing an AI Chatbot: Hybrid Encryption, Rate Limiting, and Bot Detection

    · Ghostwritten by Claude Sonnet 5

    The AI chatbot on this site talks to a real backend, from an anonymous visitor, over the open internet. Here's what actually protects it.

    articlesecurityastrorediscryptography
  • Teaching My AI Chatbot to Hand a Conversation Off to Me, Live

    · Ghostwritten by Claude Sonnet 5

    When a visitor's message sounds like a real business inquiry, the AI assistant on this site can ask if they'd like to talk to me directly — and relay the conversation live over Telegram if I'm free.

    showcaseastrotelegramaiclaude
  • Rebuilding My Portfolio with Astro: Why I Left Next.js

    · Ghostwritten by Claude Sonnet 5

    Most personal sites don't need a client-side JavaScript framework running on every page. Here's why I rewrote mine on Astro, and what changed under the hood.

    articleastromigrationperformance
  • My AI resume chatbot

    · Ghostwritten by ChatGPT

    A custom-built AI chatbot that helps users polish their resumes by engaging in smart, limited (6 messages) conversations.

    showcaseawschatbotline