@ysoserious

Jason Huang

@ysoseriousJoined September 2026

I maintain practical tools for agent workflows and evidence review.

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Jason Huang's blogs

Jason Huang — Agent Toolsysoserious.hashnode.dev3 posts

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JHJason Huangysoserious.hashnode.dev3d ago · 4 min read

A fixed Word template, an Excel batch, and the next batch you can run yourself

If you already have a fixed Word template and a spreadsheet of records, each new batch brings the same task: produce one document per valid row, name the files, and identify records that need correcti

JHJason Huangysoserious.hashnode.dev6d ago · 6 min read

When a missing SKU is not a deletion instruction

A supplier CSV arrives with three records. The previous file had five. Before the next operator imports the batch, someone has to answer a more useful question than “why are there two fewer rows?” Whi

JHJason Huangysoserious.hashnode.devSep 30 · 5 min read

How a 75% Skill evaluation can hide a regression

Your candidate Skill and its baseline both score 75%. Before treating that as “nothing changed,” check which behaviors passed in each version. An improvement in one case can cancel a regression in ano

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Jason Huang

About

Available for

Jason Huang's blogs

Recently published

A fixed Word template, an Excel batch, and the next batch you can run yourself

When a missing SKU is not a deletion instruction

How a 75% Skill evaluation can hide a regression

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Jason Huang

About

Available for

Jason Huang's blogs

Recently published

A fixed Word template, an Excel batch, and the next batch you can run yourself

When a missing SKU is not a deletion instruction

How a 75% Skill evaluation can hide a regression