---
title: "Muhammad Affan (@maffant20) | Hashnode"
description: "I am a technical author who writes about data engineering, data science and tech in general."
url: "https://hashnode.com/@maffant20"
---

@maffant20

# Muhammad Affan

@maffant20 · Joined April 2026

### [Why API Data Pipelines Fail Silently in Production](https://maffant20.hashnode.dev/why-api-data-pipelines-fail-silently-in-production?utm_source=hashnode&utm_medium=feed)

A practical guide to detecting errors in API pipelines

13 min read · [maffant20.hashnode.dev](https://maffant20.hashnode.dev/why-api-data-pipelines-fail-silently-in-production?utm_source=hashnode&utm_medium=feed)

[Apr 28](https://hashnode.com/posts/why-api-data-pipelines-fail-silently-in-production/69f0d6b010a70b3335d0bab4)