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    <title>Abhiman Labs: Blog</title>
    <link>https://abhiman.io/blog/</link>
    <description>Writing on n8n automation, Notion systems, and building efficient workflows for small businesses.</description>
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    <managingEditor>abhi@abhiman.io (Abhiman Sundararajan)</managingEditor>
    <webMaster>abhi@abhiman.io (Abhiman Sundararajan)</webMaster>
    <lastBuildDate>Sat, 20 Jun 2026 00:00:00 +0000</lastBuildDate>
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      <title>The 100-Row Wall: How Notion API Pagination Quietly Truncates Your Data</title>
      <link>https://abhiman.io/blog/notion-api-pagination/</link>
      <description><![CDATA[The Notion API returns at most 100 results per request and signals more with has_more and next_cursor. Why the first page looks complete and your sync silently drops rows past 100, the 25-item cap on relations read off a page, where the same limit hides across search and block children, and the cursor loop that returns all your data.]]></description>
      <pubDate>Sat, 20 Jun 2026 00:00:00 +0000</pubDate>
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      <category>Automation</category>
      <author>abhi@abhiman.io (Abhiman Sundararajan)</author>
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      <title>The Notion Formulas and Rollups That Quietly Break Your Automations</title>
      <link>https://abhiman.io/blog/notion-formulas-break-automations/</link>
      <description><![CDATA[Notion formula and rollup properties look right inside Notion and silently break the automations that read them. Why they are read-only to the API, the nested value trap, rollup drift, timezone bugs, and what to compute in n8n instead.]]></description>
      <pubDate>Tue, 16 Jun 2026 00:00:00 +0000</pubDate>
      <guid isPermaLink="true">https://abhiman.io/blog/notion-formulas-break-automations/</guid>
      <category>Automation</category>
      <author>abhi@abhiman.io (Abhiman Sundararajan)</author>
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    <item>
      <title>Error Handling in n8n: Retries, Dead Letters, and Idempotency</title>
      <link>https://abhiman.io/blog/n8n-error-handling/</link>
      <description><![CDATA[n8n workflows fail silently by default. A production guide to retry strategies, error workflows, dead-letter queues, idempotency, and batch error handling for automations that run unattended.]]></description>
      <pubDate>Wed, 10 Jun 2026 00:00:00 +0000</pubDate>
      <guid isPermaLink="true">https://abhiman.io/blog/n8n-error-handling/</guid>
      <category>Automation</category>
      <author>abhi@abhiman.io (Abhiman Sundararajan)</author>
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      <title>The Notion Database Mistakes That Break Automations</title>
      <link>https://abhiman.io/blog/notion-database-mistakes/</link>
      <description><![CDATA[Four Notion database design choices that silently break n8n automations. Property renames, wrong property types, relation errors, and formula columns used as write targets.]]></description>
      <pubDate>Sun, 07 Jun 2026 00:00:00 +0000</pubDate>
      <guid isPermaLink="true">https://abhiman.io/blog/notion-database-mistakes/</guid>
      <category>Automation</category>
      <author>abhi@abhiman.io (Abhiman Sundararajan)</author>
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    <item>
      <title>Automation Drift: Why the Workflow You Built 6 Months Ago Is Quietly Lying to You</title>
      <link>https://abhiman.io/blog/automation-drift/</link>
      <description><![CDATA[Your automation is still running. Still showing green checkmarks. And the data it's producing is completely wrong. A guide to automation drift: what causes it, why it's invisible, and how to build workflows that stay accurate over time.]]></description>
      <pubDate>Tue, 19 May 2026 00:00:00 +0000</pubDate>
      <guid isPermaLink="true">https://abhiman.io/blog/automation-drift/</guid>
      <category>Automation</category>
      <author>abhi@abhiman.io (Abhiman Sundararajan)</author>
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      <title>API Rate Limits: What They Are, How They Silently Kill Automations, and How to Build Around Them</title>
      <link>https://abhiman.io/blog/api-rate-limits-explained/</link>
      <description><![CDATA[A 429 error doesn't crash your automation. It silently drops data. A practical guide to rate limit numbers, exponential backoff, queue throttling, and silent failure patterns in n8n and beyond.]]></description>
      <pubDate>Sun, 18 May 2026 00:00:00 +0000</pubDate>
      <guid isPermaLink="true">https://abhiman.io/blog/api-rate-limits-explained/</guid>
      <category>Automation</category>
      <author>abhi@abhiman.io (Abhiman Sundararajan)</author>
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    <item>
      <title>Webhooks Explained the Way Nobody Explains Them</title>
      <link>https://abhiman.io/blog/webhooks-explained/</link>
      <description><![CDATA[I have built a lot of automations. And there is one thing that breaks more projects than bad code, bad tools, or bad planning combined. This post covers webhooks from the basics to production-grade: polling vs. webhooks, HMAC signature verification, idempotency, queue systems, and dead letter queues.]]></description>
      <pubDate>Sat, 17 May 2026 00:00:00 +0000</pubDate>
      <guid isPermaLink="true">https://abhiman.io/blog/webhooks-explained/</guid>
      <category>Automation</category>
      <author>abhi@abhiman.io (Abhiman Sundararajan)</author>
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