AIArchitectureEditorEngineering
How I built my AI Site Editor
The architecture, safeguards, and product decisions I used to make AI editing reliable.
Blog
Shipping notes, product decisions, and technical experiments from real-world builds.
AIEditorProductFounder Notes
The story behind my AI Site Editor
Why I started this project, what I got wrong early, and what finally made it useful.
Gemini NanoAIProductReliability
Using Gemini Nano with product learnings
What changed when we moved Gemini Nano from demo mode into real user workflows.
AIInfraExperiment
Streaming edits into iframe
What actually works when you want AI output to feel live inside a visual editor.
LLMStreamingReliability
Why JSON breaks LLM streaming
Strict JSON output looks clean on paper, but token-by-token delivery turns it fragile in production.
UXAIProduct
AI editor UX: chat vs properties
Chat feels magical early, but property panels keep teams precise once complexity grows.