Blog
Writing & thinking
On AI product development, agentic systems, and the messy reality of shipping ML in production.
Research
→ LLM Discoverability for Startups: Real Data From Building an LLM SEO Stack
We built an LLM discoverability stack and measured what happened. 13 verified LLM sessions, 3 platforms citing us, and hard data on what works. Full methodology and results.
AI Strategy
→ How We Get Cited by ChatGPT, Claude & Perplexity Without Ads
A deep dive into LLM discoverability and how we built a citation strategy for Honeydew.
Engineering
→ Building a Multimodal AI Family Assistant
The architecture behind Honeydew's voice, text, and photo input pipeline.
Product
→ What I Learned Building an AI Agent That Manages a Family's Life
Lessons from building a 27-tool agentic system that real families depend on daily.
More articles on the Honeydew blog. Personal essays coming here soon.