<p>PostgreSQL index design is often misunderstood.</p> <p>Many developers think that creating a good index simply means:</p> <blockquote> <p>“Create an index containing the
<h2> I Thought My Index Would Fix Everything </h2> <p>I added the index.</p> <p>Ran the query.</p> <p>And… nothing changed.</p> <p>Same slow response. Same frustration.</p>
<p>This is a topic many beginners overlook until they encounter performance issues in production.</p> <p>One of the biggest surprises for developers is discovering that an
<p>At 2:14 PM on a Tuesday in Q3 2024, our production PostgreSQL 16 cluster hit a p99 query latency of 2.8 seconds for our core order lookup endpoint, triggering 12 customer
<p>When we write:<br /> </p> <div class="highlight js-code-highlight"> <pre class="highlight sql"><code><span class="k">SELECT</span> <span class="o">*</span> <span
<p><code>EXPLAIN ANALYZE</code> is the standard tool for understanding how PostgreSQL runs a query. It shows the chosen plan, estimated and actual row counts, and execution time.
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