# Clang-Tidy Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/clang-tidy
> Markdown URL: https://aitinkerers.org/technologies/clang-tidy.md
> Technology record last updated: 2026-02-25T10:16:48Z
> Generated: 2026-08-25T06:31:19Z

Clang-Tidy is a C++ linter and static analysis tool built on the LLVM framework to detect bugs and enforce modern coding standards.

Clang-Tidy leverages the Clang frontend to analyze source code against a library of 500+ diagnostic checks (such as `modernize-`, `readability-`, and `performance-` modules). It identifies logic errors like null pointer dereferences and automatically applies fixes to migrate legacy code to C++11/14/17/20 standards (e.g., replacing manual loops with range-based `for` syntax). By consuming `compile_commands.json` files, it integrates directly into build systems to maintain high-velocity development without sacrificing code quality.

- Official technology site: https://clang.llvm.org/extra/clang-tidy/
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Self-healing code from Docs](https://berlin.aitinkerers.org/talks/rsvp_V3U7W4z5oaw)

The idea is basic: generate python code based on library documentation, on which the LLM hasn't been trained. But with the current state of LLMs, this turns out to be overly optimistic. So we relocate the effort of the task to the environment engineering. How can the environment, with which the agent interacts, maximally contribute to the agent's evolution and success? Fortunately, the task of code generation offers a rich feedback loop, from static code analysis tools, to run time execution logs, to code base knowledge graphs. In this talk I will make a demo of the coding assistant and provide a sneak peak into the ongoing process of enriching the environment/agent interaction for optimal agent performance.

- Event context: AI Tinkerers Berlin - November 24 — 2023-11-24 — Berlin
- Public talk page: https://berlin.aitinkerers.org/talks/rsvp_V3U7W4z5oaw

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