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wtf is ast-taint?

andersdjohnson/ast-taint — explained in plain English

Analysis updated 2026-08-13 · repo last pushed 2023-01-04

2TypeScriptAudience · developerComplexity · 4/5DormantSetup · hard

TL;DR

A conceptual tool that traces how data flows through a web app, showing every place a specific value ends up from API response to UI component. It is in an early idea phase with no usable product yet.

Mindmap

mindmap
  root((repo))
    What it does
      Traces data flow
      Marks specific data
      Maps data to UI
    Tech stack
      TypeScript
      AST analysis
      React and Redux
    Use cases
      Find affected UI
      Understand codebase
      Prevent breaking changes
    Status
      Conceptual phase
      Not usable yet

Code map

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filefunction / class

Why would anyone build with this?

REASON 1

Trace how an API response flows through state management to UI components.

REASON 2

Find out which UI components are affected before changing a data value.

What's in the stack?

TypeScript

How it stacks up

andersdjohnson/ast-taint4ssh1/mine-sweeperachawla19/intuitcode-extension
Stars222
LanguageTypeScriptTypeScriptTypeScript
Last pushed2023-01-042026-01-31
MaintenanceDormantQuiet
Setup difficultyhardmoderatemoderate
Complexity4/52/54/5
Audiencedevelopervibe coderdeveloper

Figures from each repo's GitHub metadata at analysis time.

How do you spin it up?

Difficulty · hard Time to first run · 1day+

This is a conceptual project with no usable implementation yet, so building anything requires designing an AST-based data flow tracer from scratch.

Wtf does this do

ast-taint is an experimental tool that aims to help developers trace how data flows through a web application. The core idea is that you can pick a specific piece of data, like a value returned from an API call, and then see everywhere that data ends up, from the state management system all the way to the user interface components that display it. At a high level, it works by analyzing your code's structure. You provide a known piece of data (a "fixture"), and the tool traces its path as it gets passed around. For example, it can track how a raw API response gets packaged into an action object, how that action updates the application's state, and finally, which UI components are connected to that specific piece of state. The README refers to this as "tainting" a piece of data, meaning it marks that data and then watches how that mark spreads through the codebase. This tool would be useful for developers working with React and Redux who need to understand complex, interconnected code. If a developer changes an API response and wants to know exactly which parts of the user interface will be affected before they ship the change, this tool could provide that map. It helps answer the question: "If I change this data, what breaks?" The project is very much in the idea or conceptual phase. The README outlines the intended approach but notes that the implementation will require walking through "AST nodes," which means analyzing the code's underlying structure to track data flow. There is no indication of a finished, usable product yet, it is primarily a blueprint for how this data-tracing capability could be built.

Yoink these prompts

Prompt 1
Help me understand how to trace data flow from a Redux action to a React UI component using AST analysis, similar to the ast-taint project concept.
Prompt 2
Write a TypeScript function that walks AST nodes to find all references to a specific variable, as a starting point for a data taint tracking tool.
Prompt 3
I want to build a tool that marks a piece of data from an API call and traces it through Redux state to see which React components use it. How should I structure this?
Prompt 4
Explain how to analyze TypeScript AST nodes to track variable assignments and function arguments, building toward a data flow tracker.

Frequently asked questions

wtf is ast-taint?

A conceptual tool that traces how data flows through a web app, showing every place a specific value ends up from API response to UI component. It is in an early idea phase with no usable product yet.

What language is ast-taint written in?

Mainly TypeScript. The stack also includes TypeScript.

Is ast-taint actively maintained?

Dormant — no commits in 2+ years (last push 2023-01-04).

How hard is ast-taint to set up?

Setup difficulty is rated hard, with roughly 1day+ to a first successful run.

Who is ast-taint for?

Mainly developer.

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