AI Agent Application Engineer

AI Practice

Products and tools built with AI — each one documents how I think, choose, and iterate with AI.

A macOS voice-to-prompt app — turning spoken, messy thoughts into structured coding prompts with one keypress

A self-built enterprise intelligence Agent Runtime in Go with the Eino ADK

A family of lark-* Skills for Claude Code — docs, sheets, calendar, IM, approvals and 20+ atomic capabilities

Job-hunting automation — application tracking plus recruitment email monitoring

Practical notes on Loop Engineering, Agent Benchmark, and AI Coding.

Don't just tell AI to write code — clarify, propose, plan, execute in stages, and prove correctness with tests

A benchmark is not an exam — it is an answer bank. Read leaderboards to choose, copy scoring methods to build your own eval set, slice to diagnose

From prompt engineering to loop engineering — as AI's continuous autonomous work span grows, the engineering focus shifts