# Static Analysis Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/static-analysis
> Markdown URL: https://aitinkerers.org/technologies/static-analysis.md
> Technology record last updated: 2026-04-02T05:42:39Z
> Generated: 2026-10-25T11:02:04Z

Static analysis inspects source code without execution to identify security vulnerabilities, logic flaws, and compliance violations early in the SDLC.

Static Analysis (SAST) operates as a high-speed debugger for uncompiled code. By scanning the codebase against predefined rule sets (like OWASP Top 10 or CWE), tools such as SonarQube and Snyk identify critical risks like SQL injection or buffer overflows before a single line of code runs. This shift-left approach reduces remediation costs by up to 100x compared to post-release fixes. It ensures consistent code quality across large engineering teams by automating peer reviews and enforcing strict syntax standards.

- Official technology site: https://owasp.org/www-community/controls/Static_Code_Analysis
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Cartograph](https://singapore.aitinkerers.org/talks/rsvp_THQf4LNIfTw)

- Event context: AI Tinkerers Singapore: 3rd Meetup - November 19th, 2024 — 2024-11-19 — Singapore
- Public talk page: https://singapore.aitinkerers.org/talks/rsvp_THQf4LNIfTw

## Related Technologies

- [BERT](https://aitinkerers.org/technologies/bert) ([Markdown](https://aitinkerers.org/technologies/bert.md)) — 179 public demos
- [Cartograph](https://aitinkerers.org/technologies/cartograph) ([Markdown](https://aitinkerers.org/technologies/cartograph.md)) — 1 public demo
- [Documentation](https://aitinkerers.org/technologies/documentation) ([Markdown](https://aitinkerers.org/technologies/documentation.md)) — 1 public demo
- [GPT-3](https://aitinkerers.org/technologies/gpt-3) ([Markdown](https://aitinkerers.org/technologies/gpt-3.md)) — 191 public demos
- [GPT-4](https://aitinkerers.org/technologies/gpt-4) ([Markdown](https://aitinkerers.org/technologies/gpt-4.md)) — 529 public demos
- [Keras](https://aitinkerers.org/technologies/keras) ([Markdown](https://aitinkerers.org/technologies/keras.md)) — 74 public demos
- [ONNX](https://aitinkerers.org/technologies/onnx) ([Markdown](https://aitinkerers.org/technologies/onnx.md)) — 84 public demos
- [PyTorch](https://aitinkerers.org/technologies/pytorch) ([Markdown](https://aitinkerers.org/technologies/pytorch.md)) — 274 public demos
- [scikit-learn](https://aitinkerers.org/technologies/scikit-learn) ([Markdown](https://aitinkerers.org/technologies/scikit-learn.md)) — 85 public demos
- [TensorFlow](https://aitinkerers.org/technologies/tensorflow) ([Markdown](https://aitinkerers.org/technologies/tensorflow.md)) — 90 public demos
- [Visualization](https://aitinkerers.org/technologies/visualization) ([Markdown](https://aitinkerers.org/technologies/visualization.md)) — 3 public demos