<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Janardhan Reddy Kasireddy</title><description>Data engineering, cloud architecture, open source, and transportation safety.</description><link>https://janardhankasireddy.com/</link><language>en-us</language><item><title>Designing Reliable CDC Pipelines on AWS</title><link>https://janardhankasireddy.com/writing/designing-reliable-cdc-pipelines-on-aws/</link><guid isPermaLink="true">https://janardhankasireddy.com/writing/designing-reliable-cdc-pipelines-on-aws/</guid><description>A practical architecture for handling full loads, updates, deletes, late-arriving changes, and replay without turning the pipeline into a collection of special cases.</description><pubDate>Wed, 19 Aug 2026 00:00:00 GMT</pubDate></item><item><title>Why Row Counts Aren&apos;t Enough for Data Quality</title><link>https://janardhankasireddy.com/writing/why-row-counts-arent-enough/</link><guid isPermaLink="true">https://janardhankasireddy.com/writing/why-row-counts-arent-enough/</guid><description>How freshness, historical baselines, null rates, duplicates, and distribution checks can catch failures that a simple row-count test will miss.</description><pubDate>Tue, 18 Aug 2026 00:00:00 GMT</pubDate></item></channel></rss>