Migrated from Pages CMS to Sveltia CMS
I introduced Pages CMS last summer, but after encountering several concerns, I migrated to Sveltia CMS. Motivation As I wrote in this comment on GitHub, the move was triggered by …
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Hello, I’m Aki👋
As a Vancouver-based Principal Software Engineer at Treasure Data, I specialize in production ML systems, ML product development, and MLOps. I am driven by the mission to use machine learning to make a meaningful difference for both businesses and society.
Recent Posts
Between Principal and Glue Work
Introduction I have always worked with the mindset that being a Staff+ Engineer is essentially doing high-level “glue work.” Because the tasks are surprisingly diverse, I have …
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8 min read
Tackling Review Fatigue by Document Driven Agentic Coding
This year, the amount of time I spend on reviews has exploded. This applies to both code and documentation. And the fatigue from this has also increased dramatically. Of course, …
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8 min read
Configured Pages CMS
I had been looking for a way to write Hugo articles on mobile devices like my iPad, and that’s when I came across this article by mehori and decided to try Pages CMS.
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1 min read
Machine Learning Project and Scrum
I’ve worked on several machine learning projects, and intuitively, I’ve felt that Scrum doesn’t seem well-suited for machine learning. However, during an internal discussion, a …
Recent Posts (Japanese)
ボランティアデーでWikipediaの太平洋時間（Pacific Time）の改善をした
会社のボランティアデーというのがあるので、何がいいかなと思って色々とClaudeと話したところ、Wikipediaのカナダ時間にBC州のタイムゾーンが「太平洋時間」に変わるという発表を受け編集したのを思い出したので、それ関連の改善をした。
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「Agents SDK+αのTipsを一人で書いていくアドカレ Advent Calendar 2025」を追走した
@mocobeta さんが書いてくださった、OpenAIのAgents SDKを試すアドベントカレンダーの追走をした。子供の春休みで有給取っていることもあり、春休みの宿題よろしくやってみた。
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Oh-my-zshを辞めた
OMZは特に何も考えなくても楽に設定できたので使い続けていたが、GH Copilotなどでshell起動が重いと怒られるようになっていたところ、joker1007さんのこんな投稿を見かけた。
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Principal と器用貧乏のあいだ
はじめに Staff+ Engineerは高機能雑用と思いながら仕事をしてきたが、思った以上に多様なこともあり、書評という形では書いてきたけど、なかなかまとまって考えを整理することはできていなかった。
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Featured Publications
MLOpsの歩き方 (Beginners Guide to MLOps)
This article covers very biginning guide for MLOps, i.e., What is MLOps? How do tech giants make Machine Learning systems? What challenges are important? or major open sources for …
仕事ではじめる機械学習 (Machine Learning at Work)
First book for how to design Machine Learning systems and how to proceed Machine Learning projects. This book is originally written in Japanese, but available in Korean, Simplified …