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Postmortem: A Python 3.13 Runtime Error and Rust 1.85 Panic Caused 20-Minute Outage for Data Pipeline Serving 500k Users

DEV Community·ANKUSH CHOUDHARY JOHAL·about 1 month ago
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At 14:22 UTC on October 17, 2024, our data pipeline serving 502,117 active users ground to a halt. For 23 minutes and 41 seconds, every downstream dashboard, ML inference job, and customer-facing analytics widget returned 504 Gateway Timeout errors. The root cause? A silent regression in Python 3.13’s new free-threaded runtime, paired with an unhandled panic in a Rust 1.85 FFI binding, that we’d introduced 72 hours prior in a ‘minor’ dependency update. 🔴 Live Ecosystem Stats ⭐ rust-lang/rust — 112,488 stars, 14,897 forks ⭐ python/cpython — 72,548 stars, 34,532 forks Data pulled live from GitHub and npm.…

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