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Building a Retry System with Exponential Backoff for LLM API Calls in Python

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1 SIGNALFIRST DETECTED 15 April 2026
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17 Oct
Your retry logic has never seen a real 429. Here is how to test it with a local fault-injecting mock

<p>Most LLM client code has a retry branch that has never actually run. The provider returns 200 in every test, so the <code>429</code>, <code>500</code> and timeout paths sit

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28 Jul
Retry Storms in C#: Exponential Backoff and Jitter with HttpClient

<p>The database blipped for four seconds. The incident lasted forty minutes.</p> <p>Nothing in the timeline explains the gap except the retry code your own clients are

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15 Aug
Retry budgets by language: Python, Go, and JavaScript

<p><em>Originally published on <a href="https://loopandretry.github.io/posts/retry-budgets-by-language/?ref=devto" rel="noopener noreferrer">Loop &amp; Retry</a> — field notes on

REPORT · HOW · Dev.toOPEN STORY
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