An Overview of the Python Code Tool Landscape
27 min

An Overview of the Python Code Tool Landscape

PyCon - PyCon US 2023
Al Sweigart
python linting type-checking code-formatting static-analysis security-analysis ruff rust type-hints code-quality
Oh no! My regex is causing a Denial of Service! What can I do about it?
31 min

Oh no! My regex is causing a Denial of Service! What can I do about it?

PyCon - PyCon US 2023
Guillaume Dequenne Quazi Nafiul Islam
regex regular-expressions redos denial-of-service performance-optimization static-analysis python backtracking
Catching Tensor Shape Errors without Running Your Code
27 min

Catching Tensor Shape Errors without Running Your Code

PyCon - PyCon US 2023
Pradeep Srinivasan
machine-learning tensor-shapes type-checking python numpy pytorch debugging static-analysis ml-development broadcasting
Async: Scaling Structured Concurrency with Static and Dynamic Analysis
22 min

Async: Scaling Structured Concurrency with Static and Dynamic Analysis

PyCon - PyCon US 2023
Zac Hatfield-Dodds
asyncio python concurrency structured-concurrency static-analysis dynamic-analysis flake8 ast error-handling
Fixing Legacy Code, One Pull Request at a Time
54 min

Fixing Legacy Code, One Pull Request at a Time

PyCon - PyCon US 2023
Guillaume Dequenne
legacy-code python flask code-quality static-analysis sonarcloud github-actions cicd technical-debt refactoring pull-request developer-workflow
Do LLMs dream of Type Inference?
32 min

Do LLMs dream of Type Inference?

RubyConf - RubyConf 2024
Shunsuke Mori
ruby llm type-inference rbs static-analysis type-checking developer-tooling code-generation ai machine-learning programming-languages developer-productivity