Topic·4 articles
React
Every project write-up tagged React.
InsightEDU
InsightEDU: Retrieval in the Browser, Generation in the Cloud
How my University of Minnesota capstone turned six school-district equity datasets into Plotly dashboards and a chatbot that retrieves in the browser.
Voices of the Last World
How I Gave Four AI Characters Their Own ElevenLabs Voices
Voices of the Last World is a browser crisis game where two AI minds debate in ElevenLabs voices. Here is the voice, DSP, and LLM fallback design behind it.
Top 10, Y Combinator AI HackathonLARK
How Lark Turns ChatGPT Into a Phone With One MCP Gateway
How Lark, a Top 10 build at the Y Combinator AI Hackathon, aggregates other MCP servers behind one gateway and a phone-style widget inside ChatGPT and Claude.
VoiceCaptcha
Bots Can Click Checkboxes. Can They Speak? Building VoiceCaptcha
How VoiceCaptcha makes a user speak a one-time phrase, transcribes it with Groq Whisper on a Cloudflare Worker, and scores it with a small fuzzy matcher.