The blog

Notes on building.

Field notes from shipping real systems: AI handoff, infrastructure, and the decisions in between.

13

Streaming LLM responses to a React UI

Tokens arrive over a ReadableStream and append to state, so the answer types out instead of landing as a wall.

→14

Caching strategy for a dashboard: Redis and revalidation

Expensive aggregates cached in Redis with a short TTL, and a targeted bust on write so numbers stay current.

→15

From Figma to code: a reliable MCP workflow

Pulling design context through MCP turns a screenshot guessing game into exact tokens, spacing, and variants.

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