---
title: "Discussion on \"Python3 - 'GIL'T Free parallel processing is finally here\" | Hashnode"
description: "Discussion on \"Python3 - 'GIL'T Free parallel processing is finally here\". And we’re testing it with a CPU-heavy Simulated workload."
url: "https://hashnode.com/posts/python3-gil-t-free-parallel-processing-is-finally-here/6a41e6c484a1cfab02d171e9"
---

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# [Python3 - 'GIL'T Free parallel processing is finally here](https://abhishekpareek.dev/python3-gil-t-free-parallel-processing-is-finally-here?utm_source=hashnode&utm_medium=feed)

And we’re testing it with a CPU-heavy Simulated workload.

Jan 3, 2025 · 6 min read · abhishekpareek.dev  
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-   [#python](https://hashnode.com/tag/python)
-   [#python-free-threaded](https://hashnode.com/tag/python-free-threaded)
-   [#k8s](https://hashnode.com/tag/k8s)
-   [#concurrency](https://hashnode.com/tag/concurrency)
-   [#backend](https://hashnode.com/tag/backend)

## Written by

[abhishek pareek](https://hashnode.com/@abhishek-pareek)

@abhishek-pareek · Vancouver, Canada

  
[View profile](https://hashnode.com/@abhishek-pareek)

Architecting resilient distributed systems by balancing throughput, reliability, and the trade-offs that matter at scale.

Senior engineer with 10+ years of experience designing, operating, and evolving production Kubernetes platforms and distributed systems. I make architectural decisions with a clear understanding of the operational tradeoffs and take ownership of the outcomes. My current work focuses on large-scale Kubernetes platforms and AI infrastructure, while I continue to explore agentic AI to accelerate thinking for more intelligent, reliable, and impactful platform operations. Based in Vancouver.

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