Dev Tools
Transformers
The model-definition framework behind modern AI — thousands of pretrained transformers for text, vision, and audio.
★ 166.9k starsApache-2.0
View guide →Autonomous white-hat auditor — AI code review, bug-bounty research, exploit checks.
flounder is an open-source dev tools project by adshao (adshao/flounder on GitHub). It has 516 GitHub stars and 74 forks, is released under the AGPL-3.0 license, and was last updated on GitHub on 4 October 2026.
Give it a repository or target to audit.
The auditor searches for vulnerabilities autonomously.
Findings are grounded in actual execution, not guesses.
Get verified findings with exploit context.
Hunts vulnerabilities without hand-holding.
Verifies findings by running them.
Built for hunter workflows.
Builds proof-of-concept exploits.
Security-focused AI review of code.
Designed for authorized auditing.
Download the source and move into the project folder.
git clone https://github.com/adshao/flounder.git
cd flounderEvery project documents its own setup; start with install requirements.
cat README.md | head -60Follow the project's launch command — Docker, pip, npm, or a binary release.
# see README for the exact launch commandAGPL-3.0 — commercial use allowed, but network-facing derivatives must share source.
Only on systems you own or are authorized to test — white-hat only.
It verifies findings by execution instead of just pattern-matching.
It automates much of the hunt, but interpreting results needs security knowledge.
Check the README for supported languages and targets.
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