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UID:pretalx-pyconde-pydata-2026-NDZSSB@pretalx.com
DTSTART;TZID=CET:20260416T132000
DTEND;TZID=CET:20260416T135000
DESCRIPTION:Python 3.13's free-threaded mode opens new territory for Python
  concurrency. We embarked on an experiment: could a trading algorithm bene
 fit from true parallelism\, and what would it take to get there? This talk
  documents our research journey from async/await to free threading—the h
 ypotheses we tested\, the benchmarks we designed\, the unexpected behaviou
 rs we discovered\, and the systematic approach we took to validating wheth
 er GIL-free Python could handle real-time market data. You'll see our expe
 rimental methodology\, the data we collected\, surprising findings about t
 hread scheduling and memory patterns\, and what our results suggest about 
 Python's concurrent future.
DTSTAMP:20260412T141905Z
LOCATION:Palladium [2nd Floor]
SUMMARY:Free T(h)r(e)ading: A Trading Systems Journey Beyond the GIL - Tim 
 Kreitner
URL:https://pretalx.com/pyconde-pydata-2026/talk/NDZSSB/
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