
Sign up to save your podcasts
Or


Python 3.14? That's old news. Let's talk about the first big feature of Python 3.15 -- a built-in sampling profiler for Linux, macOS, and Windows. We also cover improvements in perf support, discuss memory.python.org, and as usual, recent changes in the codebase.
## Timestamps
(00:00:00) INTRO
(00:02:43) PART 1: THE SAMPLING PROFILER
(00:05:07) Built-in profile is bad, long live cProfile
(00:10:54) Out-of-process profiling
(00:12:18) Shortcuts Compromise Accuracy, Leading Eventually to Numerous Errors
(00:16:07) Selfish Łukasz vs benevolent Pablo
(00:23:11) How does a sampling profiler even work?
(00:30:42) One meeellion huuurtzzz
(00:32:40) Free threading makes it extra spicy
(00:41:26) AsyncIO makes it even spicier
(00:49:49) You made this? I made this
(00:54:06) What if the profiled process changes during sampling?
(00:57:33) Coming in October 2026
(01:04:30) PART 2: PR OF THE WEEEEEEK
(01:14:14) memory.python.org launched
(01:23:15) PART 3: WHAT'S GOING ON IN CPYTHON
(01:26:45) Performance updates
(01:30:24) Features & Curiosities
(01:41:45) OUTRO
By Pablo Galindo and Łukasz Langa5
1818 ratings
Python 3.14? That's old news. Let's talk about the first big feature of Python 3.15 -- a built-in sampling profiler for Linux, macOS, and Windows. We also cover improvements in perf support, discuss memory.python.org, and as usual, recent changes in the codebase.
## Timestamps
(00:00:00) INTRO
(00:02:43) PART 1: THE SAMPLING PROFILER
(00:05:07) Built-in profile is bad, long live cProfile
(00:10:54) Out-of-process profiling
(00:12:18) Shortcuts Compromise Accuracy, Leading Eventually to Numerous Errors
(00:16:07) Selfish Łukasz vs benevolent Pablo
(00:23:11) How does a sampling profiler even work?
(00:30:42) One meeellion huuurtzzz
(00:32:40) Free threading makes it extra spicy
(00:41:26) AsyncIO makes it even spicier
(00:49:49) You made this? I made this
(00:54:06) What if the profiled process changes during sampling?
(00:57:33) Coming in October 2026
(01:04:30) PART 2: PR OF THE WEEEEEEK
(01:14:14) memory.python.org launched
(01:23:15) PART 3: WHAT'S GOING ON IN CPYTHON
(01:26:45) Performance updates
(01:30:24) Features & Curiosities
(01:41:45) OUTRO

44,035 Listeners

4,419 Listeners

2,004 Listeners

623 Listeners

582 Listeners

213 Listeners

988 Listeners

8,111 Listeners

10,318 Listeners

8,710 Listeners

6,116 Listeners

140 Listeners

5,536 Listeners

16,418 Listeners

379 Listeners