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Pytest parameter functions
The post shows how to make complex pytest.mark.parametrize data more readable and maintainable by wrapping each test case in small helper functions instead of raw tuples. It also demonstrates using pytest.param with custom IDs inside those helpers so long, messy parameter values become clear, concise test names that are easier to work with.
https://nedbatchelder.com/blog/202602/pytest_parameter_functions
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...
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs - 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...
databricks-solutions / ai-dev-kit
Databricks Toolkit for Coding Agents provided by Field Engineering
City2Graph
Transform geospatial relations into graphs for Graph Neural Networks and network analysis.
Comparing Python packages for A/B test analysis (with code examples)
What Python's asyncio primitives get wrong about shared state
100 days 100 iot project with Micropython
https://github.com/kritishmohapatra/100_Days_100_IoT_Projects
A 100-day challenge exploring IoT and embedded systems using ESP32, ESP8266, and Raspberry Pi Pico with MicroPython. Each day covers a new sensor or module with complete code, circuit diagram, and ...
