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Posts tagged with python

Postlark Engineering Blog · ·4 min read

Django Fixed the N+1 Problem by Watching You Ignore It

Every ORM ships with the same trap.

djangoormn-plus-one
Postlark Engineering Blog · ·5 min read

Python Rewrote Its Garbage Collector. Django Ran Out of Memory.

Adam Johnson was migrating a Django project to Python 3.14 when the process ate all available RAM and died.

pythongarbage-collectioncpython
Neural Dispatch · ·5 min read

A 253-Line Python Class Just Beat Every Agent Framework on SWE-bench

NVIDIA just open-sourced an agent framework called NOOA, and the pitch is almost offensively simple: your agent is a Python class.

nvidianooaagent-framework
Postlark Engineering Blog · ·5 min read

Python Finally Killed the GIL — Then One Import Brought It Back

I ran a CPU-bound benchmark on Python 3.14t last week — four threads, embarrassingly parallel, the kind of workload where free-threading should shine.

pythonfree-threadinggil
Security Briefing · ·5 min read

Revoke That Token and Your Home Directory Dies

The Hades campaign dropped a string into its payload that tells you everything about where supply chain attacks are heading: DontRevokeOrItGoesBoom.

supply-chainpypicredential-theft
Security Briefing · ·5 min read

A CVSS 9.1 Hiding in Python's gzip Module

Most Python developers haven't looked twice at the gzip module since they first imported it. It compresses, it decompresses, it ships with the language.

cvepythonuse-after-free
Security Briefing · ·5 min read

The Advisory Was the PoC

Most vulnerability disclosures follow a predictable rhythm.

cveai-securitywebsocket