Python API Reliability Demo Devlog - itch.iohttps://blazalgosystems.itch.io/python-api-reliability-demoTested pagination, retry, deduplication, and checkpoint patterns for Python API jobs.https://blazalgosystems.itch.io/python-api-reliability-demo/devlog/1637980/how-this-python-demo-fails-closed-on-bad-api-paginationHow This Python Demo Fails Closed on Bad API Paginationhttps://blazalgosystems.itch.io/python-api-reliability-demo/devlog/1637980/how-this-python-demo-fails-closed-on-bad-api-paginationSun, 23 Aug 2026 08:41:57 GMTdevlog

When an API job fails, the worst outcome is not always a crash. It is a run that reports success while skipping pages, replaying completed work, or writing duplicates. I built this small Python demo a...

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