devdanzin/fusil: Fusil is a multi-agent Python library used to write fuzzing programs · GitHub

This is a revival of Victor Stinner's fusil fuzzing framework. Only the Python fuzzing path is actively developed and tested — the fusil-python-threaded fuzzer and the fusil.python / fusil.python.jit subsystems. Its focus is finding crashes in CPython itself, C-extension modules, the CPython Tier-2 JIT, and out-of-memory (allocation-failure) error paths.

The other historical fuzzers (firefox, php, mplayer, …) and non-Python subsystems (network, file/process mangling, X11, …) are legacy and out of scope: they live under fuzzers/notworking/ and fusil/notworking/, may not work as-is, and are kept only so they remain recoverable. Many links in the old reST docs are stale (some are retrievable via the WayBack Machine).

Fusil is built on a small multi-agent system: agents communicate by asynchronous messages, and a per-session score drives the fuzzer's adaptive aggressivity. Each session generates a standalone test script, runs it under the target interpreter as a sandboxed child process (memory/cpu/process limits, dropped privileges, redirected output), and watches the child for crash signals (exit signal/code, and stdout/stderr patterns like segmentation fault / Fatal Python error / AddressSanitizer).

Website: https://github.com/devdanzin/fusil

Fusil requires Python 3.13+ and python-ptrace. Install it (editable, with the optional numpy/h5py argument-generator support) and run the Python fuzzer:

$ pip install -e '.[numpy,h5py]'
# or from a checkout, without installing:
$ PYTHONPATH=$PWD python fuzzers/fusil-python-threaded --unsafe --modules json --sessions 5

--unsafe runs the fuzzed child processes as the current user. Without it, fusil expects a dedicated unprivileged fusil user/group to drop to (the safe default for real runs). Never point --filenames at files you care about — fuzzed calls may overwrite them.

See fusil/python/__init__.py (createFuzzerOptions) for the full option list; common ones include --only-c, --jit-fuzz, --oom-fuzz / --oom-seq, --deep-dive, and --no-memory-limit.

• doc/python-fuzzer.md — how the Python fuzzer works (start here).
• README_JIT.md — the JIT fuzzing subsystem design.
• doc/oom-fuzzing.md, doc/oom-sequences.md, doc/oom-dedup-plan.md — OOM injection and in-loop crash dedup.
• CLAUDE.md — repository/contributor orientation.
• doc/index.rst — the original (largely legacy) reST documentation index.

Tests use unittest (not pytest):

$ python -m unittest discover -s tests
$ ruff check fusil/        # lint
$ ruff format fusil/       # format

Contributions to any part of fusil are welcome, but active development and CI focus on the Python fuzzer.