PEP 827 - Type Manipulation has just been published

https://www.reddit.com/r/Python/comments/1rimuu7/pep_827_type_manipulation_has_just_been_published/

code-graph-rag

Code-Graph-RAG builds knowledge graphs from multi-language codebases and enables AI-powered querying and editing. It uses Tree-sitter to parse ASTs across 11 languages, stores structural data in Memgraph, and translates natural language questions into Cypher graph queries. Unlike vector-based RAG, it preserves exact code relationships: call chains, inheritance hierarchies, and module dep...

https://github.com/vitali87/code-graph-rag

Deprecate confusing APIs like “os.path.commonprefix()”

The article argues that confusing APIs like Python’s os.path.commonprefix() should be deprecated because their misleading naming and placement cause developers to misuse them and introduce security vulnerabilities. It shows how decades of confusion around this function led to real path-traversal bugs and concludes that unsafe or misleading APIs should be replaced by clearer alternatives ...

https://sethmlarson.dev/deprecate-confusing-apis-like-os-path-commonprefix

Custom Data Structures in E-Graphs

The post explores how Egglog’s e-graph framework can be extended with custom container data structures to represent algebraic structures (like multisets) more efficiently and reduce expression blow-up during rewriting. It shows that by embedding structural invariants into the data representation and using higher-order functions, you can express powerful rewrite rules without explosive gr...

https://uwplse.org/2026/02/24/egglog-containers.html

databricks-solutions / ai-dev-kit

Databricks Toolkit for Coding Agents provided by Field Engineering

https://github.com/databricks-solutions/ai-dev-kit

City2Graph

Transform geospatial relations into graphs for Graph Neural Networks and network analysis.

https://github.com/c2g-dev/city2graph

Comparing Python packages for A/B test analysis (with code examples)

https://e10v.me/python-packages-for-ab-test-analysis/

What Python's asyncio primitives get wrong about shared state

https://www.inngest.com/blog/no-lost-updates-python-asyncio

100 days 100 iot project with Micropython

https://github.com/kritishmohapatra/100_Days_100_IoT_Projects

You’ve Been Underusing Dataclasses (These Tricks Are Wild)

The video demonstrates seven powerful, lesser-known techniques using Python dataclasses, including automatic class registration, lightweight validation, cached derived values, and context manager patterns. It also shows practical uses such as CLI generation and explains advanced features like InitVar, highlighting how dataclasses can enable cleaner and more expressive Python designs.

https://www.youtube.com/watch?v=Y9_h7ehjhO4