Jeff Shrager writes travel-style close readings of landmark programs — each guide treats one famous piece of historic source code the way a good guidebook treats a city, starting with a map, then touring the major regions, then flagging the details a casual visitor would miss. The repository currently covers three programs: the 1963 Logic Theorist, ELIZA, and SHRDLU, each presented in a standardized format that assumes no familiarity with the original language or hardware and ends with a practical primer for reading the code yourself.
- Shrager openly states the guides were created with AI assistance and cross-checked, but likely contain errors
- A "Ground rules" section requires that behavioral claims be checkable against the quoted source, provenance of each source file be stated up front, and modern analogies be explicitly labeled as analogies rather than implied as lineage
- Contributions are welcomed, with corrections for factual errors and misread code especially encouraged
- Shrager openly states the guides were created with AI assistance and cross-checked, but likely contain errors
- A "Ground rules" section requires that behavioral claims be checkable against the quoted source, provenance of each source file be stated up front, and modern analogies be explicitly labeled as analogies rather than implied as lineage
- Contributions are welcomed, with corrections for factual errors and misread code especially encouraged
Clearwing is an autonomous offensive security tool built on LangGraph, designed to emulate advanced vulnerability scanning capabilities using accessible AI models. It functions as a dual-mode system featuring a network pentest agent for live target scanning and service detection, alongside a source-code hunter that utilizes agent-driven pipelines to identify, verify, and potentially patch vulnerabilities in codebases.
Key features include:
* Dual-mode operation covering both network penetration testing and source-code analysis.
* A ReAct-loop network agent equipped with 63 bind-tools for scanning and exploitation attempts.
* An automated source-code hunter that uses adversarial verification and sanitizer crashes as ground truth.
* Comprehensive reporting capabilities including SARIF, markdown, and JSON formats.
* Support for various AI providers such as Anthropic, OpenAI, and local LLM endpoints via OpenRouter or Ollama.
Key features include:
* Dual-mode operation covering both network penetration testing and source-code analysis.
* A ReAct-loop network agent equipped with 63 bind-tools for scanning and exploitation attempts.
* An automated source-code hunter that uses adversarial verification and sanitizer crashes as ground truth.
* Comprehensive reporting capabilities including SARIF, markdown, and JSON formats.
* Support for various AI providers such as Anthropic, OpenAI, and local LLM endpoints via OpenRouter or Ollama.
