<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Graph Engineering on SiriC's Blog (En)</title><link>https://sirichiu.github.io/en/tags/graph-engineering/</link><description>Recent content in Graph Engineering on SiriC's Blog (En)</description><generator>Hugo</generator><language>en-us</language><managingEditor>sirichiu8632@gmail.com (Siri Chiu)</managingEditor><webMaster>sirichiu8632@gmail.com (Siri Chiu)</webMaster><lastBuildDate>Fri, 28 Aug 2026 00:00:00 +0800</lastBuildDate><atom:link href="https://sirichiu.github.io/en/tags/graph-engineering/index.xml" rel="self" type="application/rss+xml"/><item><title>AI Quality Pilot: A Deterministic-First AI Software QA Closed-Loop System</title><link>https://sirichiu.github.io/en/ai-quality-pilot/</link><pubDate>Fri, 28 Aug 2026 00:00:00 +0800</pubDate><author>sirichiu8632@gmail.com (Siri Chiu)</author><guid>https://sirichiu.github.io/en/ai-quality-pilot/</guid><description>&lt;p&gt;&lt;strong&gt;AI Quality Pilot&lt;/strong&gt; is an AI-assisted software quality assurance project I designed and developed while working at &lt;strong&gt;Advantech&lt;/strong&gt;. It combines a conversational Hermes agent with a deterministic QA engine, connecting issue synchronization, executable test-case generation, evidence, reporting, Wiki publishing, and repair PR handoff into a traceable, gated, and continuously evolving loop.&lt;/p&gt;</description></item></channel></rss>