Notes on reliability, data, and making things that last.

I am Jian, a Site Reliability Engineer based in Melbourne. My work at ANZ centres on automation and Google Cloud. This site is where I write about reliability, engineering practice, and the open-source software I maintain.

Latest writing

All posts

2 entries magnitude = reading time 8+ min 6–7 min under 6 min

Using a coding agent as an observability agent

A coding agent can be an observability agent, given one remote MCP server and a config change.

Vibe coding an old blog into something I would actually use

Three days with Cursor, a janky Hugo site, and the surprising amount of guidance an AI still needs.

Selected work

All projects

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Malaysia API

A static REST API of Malaysian states and federal territories. JSON files, no database, on purpose.

AITA store

A Reddit crawler, SQLite store, and dashboard for r/AmItheAsshole. Sentiment, word clouds, later FastAPI.