Writing

Notes from shipping AI products

Practical lessons from designing and shipping LLM-powered features, frontend craft, and Web3 product work.

Building a DeFi swap UI users don't fear

What I learned reducing visual noise in CaveSwap — progressive disclosure, honest numbers, and transaction states that read like sentences instead of hashes.

Aug 3, 2026 · 7 min read

Frontend

The Figma → Vue handoff I actually use

Tokens as CSS variables, components named 1:1, variants that map to props — the small conventions that keep design and code in sync without a process tax.

Aug 3, 2026 · 7 min read

LLM Integration

Evaluating RAG retrieval quality

A practical RAG eval setup — a small gold set, recall@k and MRR, an LLM judge you can actually trust, and the dashboard that catches regressions before users do.

Aug 3, 2026 · 8 min read

AI Product

Designing streaming responses in Vue

A no-flicker streaming chat UI in Nuxt — chunk parsing, smooth typing, graceful tool-call rendering, and the small decisions that make streamed AI output feel calm instead of jittery.

Aug 3, 2026 · 9 min read

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