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Engineering articles, reliability deep-dives, and release notes from Pynenc

Distribute your Python app without rewriting it

April 24, 2026

You have a Python function that processes one item. You call it in a loop over a list. The list grows. The loop slows down. The work is real — an LLM API call, an embedding, a scrape, a database query, a...

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I Killed a Python Worker Mid-Task. Here's What Should Have Happened.

April 19, 2026

I ran kill -9 on a worker that was processing three tasks. They vanished. No error. No retry. I checked the queue: empty. I checked the results: nothing. The work was just gone.

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Jose Diaz  •  2026  •  pynenc.org  •  Edit page

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