Honggfuzz

Honggfuzz

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About

Graphify is an open source knowledge graph engine that turns any input, including code, docs, papers, meetings, images, browser tabs, and commits, into one traversable graph with complete recall. It is built as persistent memory for AI coding assistants, giving tools like Claude Code, Codex, OpenCode, Cursor, Gemini CLI, GitHub Copilot CLI, Aider, Factory Droid, Kimi Code, Kiro, Pi, and Google Antigravity a queryable understanding of a project instead of making them repeatedly grep through files. Users can point Graphify at any directory, and it builds an initial corpus through AST extraction, semantic analysis, and Leiden clustering, transforming an entire codebase or document corpus into a graph in one pass. Unlike RAG pipelines that re-embed everything on every change, Graphify maintains a living graph that updates only affected nodes and edges when files change, allowing the rest of the corpus to stay intact even at enterprise scale.

About

Honggfuzz is a security-oriented software fuzzer. Supports evolutionary, feedback-driven fuzzing based on code coverage (SW and HW-based). It’s multi-process and multi-threaded, there’s no need to run multiple copies of your fuzzer, as Honggfuzz can unlock the potential of all your available CPU cores with a single running instance. The file corpus is automatically shared and improved between all fuzzed processes. It’s blazingly fast when the persistent fuzzing mode is used. A simple/empty LLVMFuzzerTestOneInput function can be tested with up to 1mo iteration per second on a relatively modern CPU. Has a solid track record of uncovered security bugs, the only (to date) vulnerability in OpenSSL with the critical score mark was discovered by Honggfuzz. As opposed to other fuzzers, it will discover and report hijacked/ignored signals from crashes (intercepted and potentially hidden by a fuzzed program).

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Not Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Supported
Chromebook Not Supported

Audience

Developers and AI teams that need to turn code, documents, meetings, images, and other data into a unified, traversable knowledge graph

Audience

Anyone requiring a solution to detect coding errors and security vulnerabilities

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

Free
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Graphify
United States
graphifylabs.ai/

Company Information

Google
United States
github.com/google/honggfuzz

Alternatives

claude-mem

claude-mem

cmem.ai

Alternatives

LibFuzzer

LibFuzzer

LLVM Project
CMEM Cloud

CMEM Cloud

cmem.ai
Hindsight

Hindsight

Vectorize
Constellation

Constellation

ShiftinBits Inc
Atheris

Atheris

Google
go-fuzz

go-fuzz

dvyukov

Categories

Agentic AI Supported
AI Memory Layers Supported

Categories

Fuzz Testing Supported

Integrations

Antigravity CLI Supported
C Supported
Claude Code Supported
ClusterFuzz Not Supported
Codex CLI Supported
Cursor Supported
Cygwin Not Supported
Factory Droid Supported
FreeBSD Not Supported
Gemini CLI Supported
Hermes Agent Supported
Java Supported
Kimi Code Supported
Kotlin Supported
OpenAI Codex Supported
OpenCode Supported
OpenSSL Not Supported
Pi Agent Supported
Python Supported
Ruby Supported

Integrations

Antigravity CLI Not Supported
C Not Supported
Claude Code Not Supported
ClusterFuzz Supported
Codex CLI Not Supported
Cursor Not Supported
Cygwin Supported
Factory Droid Not Supported
FreeBSD Supported
Gemini CLI Not Supported
Hermes Agent Not Supported
Java Not Supported
Kimi Code Not Supported
Kotlin Not Supported
OpenAI Codex Not Supported
OpenCode Not Supported
OpenSSL Supported
Pi Agent Not Supported
Python Not Supported
Ruby Not Supported
Claim Graphify and update features and information
Claim Graphify and update features and information
Claim Honggfuzz and update features and information
Claim Honggfuzz and update features and information