guardlist: a list that raises an error when modified during iteration
Python protects dicts and sets from mutation during iteration, but not lists. GuardedList fills that gap with a clear error.
pypi.org/project/guardl…
NPC-Forge
NPC-Forge is a framework for building conversational agents that run on the CPU without relying on machine learning or LLMs.
github.com/gioblu/NPC-For…
Nifty Django Feature: Q() Objects
Part of the Nifty Django features series: Django’s Q() objects allow you to some fancy filtering!
better-simple.com/django/2026/09…
numba-metal
An out-of-tree GPU backend that lets you write a constrained subset of Numba-style Python kernels and run them on the GPU of Apple-silicon Macs through Metal.
github.com/eviking/numba-…
microsoft / data-formulator
🪄 Data Formulator is an interactive AI-powered data analysis system makes it easy to connect, explore and visualize data.
github.com/microsoft/data…
Inside the megakernel serving engine for North Mini Code
A technical deep dive into how Cohere’s approach to megakernels delivers 1.58x faster LLM serving on H100 devices.
cohere.com/blog/megakerne…
package-doctor: finds Python dependencies at a trust boundary with no one left to fix them
Flags packages that handle untrusted input and look unmaintained. Ranks advisories by real exploitation. Runs beside pip-audit.
github.com/binuka200/pack…
Reading __dict__ once permanently deoptimizes attribute access
Since 3.11 attribute access has not been a dict lookup, and reading __dict__ once takes the specialized path away for good
deadlovelll.github.io/2026-09-05-rea…
Ruff, mypy, pytest, and then what?
Structural quality in the age of AI-written Python. What the standard toolchain checks, what it does not, and what a real agent-written repository looks like when you measure it.
codescan.dev/blog/ruff-mypy…
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