#cpython
Node is nodejs-mobile, with each run in its own worker thread and its own virtual cwd. Python is embedded CPython, with stdout, env and cwd routed per run. Ruby and PHP run as WebAssembly in a hidden WebView, because that's the only place iOS allows it.
November 9, 2026 at 6:42 PM
Next time pip or uv prints a wall of wheel file names, read the tags.

cp312 means built for Python 3.12 only. cp313t means built for the free-threaded build of 3.13.

Python 3.15 adds a new tag, and it changes how much one wheel can cover.

realpython.com/podcasts/pre...
Episode #318: Free-Threaded Python: Why Python Devs Should Know About the ABI – The Real Python Podcast
Why should every Python developer know about the CPython ABI? This week on the show, we speak with Nathan Goldbaum about free-threaded Python and the changes to the Python Application Binary…
realpython.com
November 9, 2026 at 6:30 PM
Nathan Goldbaum found his people in open source as a grad student. Now he helps the whole Python community move to free-threading. Hear his story on The Real Python Podcast 🎧
realpython.com/podcasts/rpp...
#Python #OpenSource
Episode #318: Free-Threaded Python: Why Python Devs Should Know About the ABI – The Real Python Podcast
Why should every Python developer know about the CPython ABI? This week on the show, we speak with Nathan Goldbaum about free-threaded Python and the changes to the Python Application Binary Interface...
realpython.com
November 9, 2026 at 5:55 PM
One attacker's AI agent mesh hits Taiwan's emergency dispatch, plus a CPython sandbox escape for model hosts

Acronis traced the attacker through his own server, RunSybil broke the Jinja sandbox, and Monday's research roundup.

https://aisec.guru/blog/2026-11-09
One attacker's AI agent mesh hits Taiwan's emergency dispatch, plus a CPython sandbox escape for model hosts
Acronis traced the attacker through his own server, RunSybil broke the Jinja sandbox, and Monday's research roundup.
aisec.guru
November 9, 2026 at 2:04 PM
** Speaker announcement ** @emmatyping.dev, Python Core Developer and Senior Systems Software Engineer at NVIDIA, is speaking at RustWeek 2027 about 'Rust for CPython'!

Info & Tickets: 2027.rustweek.org/talks/emma/

PS Want to join Emma in our line-up? The CfP is still open!
#rustlang #RustWeek2027
November 9, 2026 at 1:04 PM
CPython native JIT: PEP 836 withdrawn 19 Oct. Authors' 4–12%; adaptive interpreter (3.11+) stays. Not speed hype — missing maintenance plan. #Python #TechnicalDebt
www.infoworld.com/article/4241...
November 9, 2026 at 12:02 PM
CPython flaw exposes AI inference servers to sandbox escape attacks www.csoonline.com/article/4245...
CPython flaw exposes AI inference servers to sandbox escape attacks
RunSybil demonstrated code execution through a malicious model template. Python says the sandbox escapes fall outside its security threat model.
www.csoonline.com
November 9, 2026 at 11:42 AM
冷鏈系統被駭,法國血液機構冷藏室被調到110度,這不是儲血,是在煮火鍋 🍲 另外 SonicWall 單因素驗證 VPN 又進 KEV,2026 年還在靠一道密碼守城門,勇氣可嘉。AI 模板沙箱逃逸更精彩,CPython 說這只是 bug。 #資安 #KEV #CPython
November 8, 2026 at 10:15 PM
Memory Management in Python
tech_blogs_real_python

#Python
Memory Management in Python
Take a deep dive into Python memory management and learn how CPython allocates and frees memory for your objects with arenas, pools, and blocks.
realpython.com
November 8, 2026 at 2:37 PM
CPythonの欠陥でAI推論サーバーにサンドボックス脱出攻撃のリスク

RunSybilが、悪意あるモデルテンプレートを介したコード実行を実証。Pythonは、サンドボックス脱出はセキュリティ脅威モデルの対象外だとしている。 RunSybilのセキュリティ研究者によると、CPythonのメモリ
CPythonの欠陥でAI推論サーバーにサンドボックス脱出攻撃のリスク
RunSybilが、悪意あるモデルテンプレートを介したコード実行を実証。Pythonは、サンドボックス脱出はセキュリティ脅威モデルの対象外だとしている。 RunSybilのセキュリティ研究者によると、CPythonのメモリ
blackhatnews.tokyo
November 7, 2026 at 8:43 PM
Someone stored SHA-256 hashes in a NumPy array and got broken hashes back.

NumPy's old bytes type can't tell a trailing null byte from the end of the string, so those bytes were stripped.

Nathan Goldbaum explains what he wants to add to NumPy to fix it.

realpython.com/podcasts/pre...
Episode #318: Free-Threaded Python: Why Python Devs Should Know About the ABI – The Real Python Podcast
Why should every Python developer know about the CPython ABI? This week on the show, we speak with Nathan Goldbaum about free-threaded Python and the changes to the Python Application Binary…
realpython.com
November 7, 2026 at 5:02 PM
The recurring mistakes bit is what I want to hear more about. Do skills actually stick across sessions, or does each fresh agent rediscover the same one? Curious what the CPython folks saw in practice.
November 7, 2026 at 9:43 AM
CPython flaw exposes AI inference servers to sandbox escape attacks

Researchers at RunSybil have found a memory-safety flaw in CPython that lets a malicious AI model template escape code sandboxes and execute arbitrary code... https://threatintel.cc/2026/11/06/cpython-flaw-exposes-ai-inference.html
November 7, 2026 at 2:59 AM
Core Dispatch #12 is out!

Three new core devs. Two new triagers. Sixteen Python releases in October (we planned five).

Plus snake_pit for testing CPython against popular packages, a proposal for better perf tooling and benchmarks, and a quick JIT update.

👇👇👇

coredispatch.xyz/editions/12/
Core Dispatch #12
Welcome back to Core Dispatch! This edition covers October 9 through November 6, 2026. Python 3.16.0 alpha 1 is out, with alpha 2 due this Tuesday, November…
coredispatch.xyz
November 7, 2026 at 12:24 AM
Stock CPython on the left, the other one on the right, and the tail latency drops like a sounding line going off the shelf. Python 3.12 and 3.14 both show the same slope, p99 pauses cut from forty-some milliseconds down to four. Deese would have pulled the bad readings and asked which way the curre…
November 6, 2026 at 10:01 PM
Python 3.15's new stable ABI is meant to let one wheel run on both the free-threaded and the regular GIL build, and on newer versions too.

Nathan Goldbaum, now a CPython core developer, explains the change to PyObject behind it.

realpython.com/podcasts/pre...
Episode #318: Free-Threaded Python: Why Python Devs Should Know About the ABI – The Real Python Podcast
Why should every Python developer know about the CPython ABI? This week on the show, we speak with Nathan Goldbaum about free-threaded Python and the changes to the Python Application Binary…
realpython.com
November 6, 2026 at 4:03 PM
A CPython typing-cache bug let a backdoored chat template run code inside a Jinja sandbox. Python 3.12, what Ubuntu 24.04 LTS ships, has no public fix.

https://www.fosslinux.com/163590/cpython-sandbox-escape-ai-supply-chain.htm

#FOSSLinux #Linux
November 6, 2026 at 2:30 PM
CPython memory bug lets poisoned model templates escape AI inference sandboxes

RunSybil shows a Jinja chat-template breakout on vLLM-class hosts, Check Point bypasses ChatGPT Lockdown Mode, OpenAI ships GPT-6 Cyber, and a Railway engineer's agents probe a rival.

https://aisec.guru/blog/2026-11-06
CPython memory bug lets poisoned model templates escape AI inference sandboxes
RunSybil shows a Jinja chat-template breakout on vLLM-class hosts, Check Point bypasses ChatGPT Lockdown Mode, OpenAI ships GPT-6 Cyber, and a Railway engineer's agents probe a rival.
aisec.guru
November 6, 2026 at 2:13 PM
A CPython bug lets an AI model escape its sandbox and run code on the server. RunSybil reported it, but for many installations the fix may never arrive.
A CPython flaw lets AI models escape their sandbox
A CPython bug lets an AI model escape its sandbox and run code on the server. RunSybil reported it, but for many installations the fix may never arrive.
www.alextech.ai
November 6, 2026 at 2:04 PM
A CPython memory-safety flaw may let malicious model templates escape code sandboxes and run arbitrary code on AI inference servers.
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briefly.co
November 6, 2026 at 11:45 AM
A CPython memory-safety flaw may let malicious model templates escape code sandboxes and run arbitrary code on AI inference servers.
Save What Matters
Curate Feeds | Make Collections | Customize Email Briefs
briefly.co
November 6, 2026 at 11:45 AM