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    <title>DEV Community: Jayhind Indian</title>
    <description>The latest articles on DEV Community by Jayhind Indian (@jayhind_indian_1755ac2d7c).</description>
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      <title>🚨 Redis Mistake That Broke My Production System (Eviction Policy Lesson)</title>
      <dc:creator>Jayhind Indian</dc:creator>
      <pubDate>Sun, 12 Apr 2026 17:28:24 +0000</pubDate>
      <link>https://dev.to/jayhind_indian_1755ac2d7c/redis-mistake-that-broke-my-production-system-eviction-policy-lesson-409h</link>
      <guid>https://dev.to/jayhind_indian_1755ac2d7c/redis-mistake-that-broke-my-production-system-eviction-policy-lesson-409h</guid>
      <description>&lt;p&gt;Recently, I ran into a production issue that looked small at first… but ended up impacting a critical feature.&lt;/p&gt;

&lt;p&gt;This is something many developers overlook when using Redis.&lt;/p&gt;




&lt;p&gt;🧠 The Setup&lt;/p&gt;

&lt;p&gt;I was using Redis for:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Caching API responses&lt;/li&gt;
&lt;li&gt;Rate limiting requests&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Everything was working perfectly in the beginning.&lt;/p&gt;




&lt;p&gt;❌ The Problem&lt;/p&gt;

&lt;p&gt;I did NOT configure any eviction policy.&lt;/p&gt;

&lt;p&gt;As traffic increased:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Redis memory got full&lt;/li&gt;
&lt;li&gt;New keys stopped getting stored&lt;/li&gt;
&lt;li&gt;Some APIs started failing&lt;/li&gt;
&lt;li&gt;Rate limiter stopped working properly&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The worst part?&lt;br&gt;
There was no obvious error initially — things just started behaving incorrectly.&lt;/p&gt;




&lt;p&gt;🔍 Root Cause&lt;/p&gt;

&lt;p&gt;By default, if Redis reaches its memory limit ("maxmemory") and no proper eviction policy is configured:&lt;/p&gt;

&lt;p&gt;👉 Redis starts rejecting new write operations.&lt;/p&gt;

&lt;p&gt;This caused:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Cache failures&lt;/li&gt;
&lt;li&gt;Broken rate limiting logic&lt;/li&gt;
&lt;li&gt;Unexpected system behavior&lt;/li&gt;
&lt;/ul&gt;




&lt;p&gt;🛠️ The Fix&lt;/p&gt;

&lt;p&gt;I updated Redis configuration:&lt;/p&gt;

&lt;p&gt;maxmemory 256mb&lt;br&gt;
maxmemory-policy allkeys-lru&lt;/p&gt;

&lt;p&gt;Why "allkeys-lru"?&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Removes least recently used keys&lt;/li&gt;
&lt;li&gt;Works best for caching systems&lt;/li&gt;
&lt;li&gt;Keeps frequently accessed data available&lt;/li&gt;
&lt;/ul&gt;




&lt;p&gt;📈 Result&lt;/p&gt;

&lt;p&gt;After applying the fix:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;System stabilized&lt;/li&gt;
&lt;li&gt;No more silent failures&lt;/li&gt;
&lt;li&gt;Rate limiter started working correctly&lt;/li&gt;
&lt;li&gt;Cache behaved as expected&lt;/li&gt;
&lt;/ul&gt;




&lt;p&gt;💡 Key Learnings&lt;/p&gt;

&lt;p&gt;If you're using Redis in production:&lt;/p&gt;

&lt;p&gt;✅ Always do this:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Set "maxmemory"&lt;/li&gt;
&lt;li&gt;Define an eviction policy&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;📌 Choose wisely:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;"allkeys-lru" → best for caching&lt;/li&gt;
&lt;li&gt;"volatile-ttl" → for expiry-based keys&lt;/li&gt;
&lt;li&gt;"noeviction" → risky unless handled explicitly&lt;/li&gt;
&lt;/ul&gt;




&lt;p&gt;🔥 Final Thought&lt;/p&gt;

&lt;p&gt;Never rely on default configurations for production systems.&lt;/p&gt;

&lt;p&gt;Small misconfigurations in infrastructure can break entire systems silently.&lt;/p&gt;




&lt;p&gt;🙌 Closing&lt;/p&gt;

&lt;p&gt;This was a small mistake, but a big learning.&lt;/p&gt;

&lt;p&gt;If you're building scalable backend systems, Redis configuration is just as important as your application logic.&lt;/p&gt;




&lt;h1&gt;
  
  
  redis #backend #nodejs #systemdesign #learninginpublic
&lt;/h1&gt;

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