How It Works
Under the hood of FuzzForge
From codebase analysis to actionable results, discover each layer of our continuous offensive security platform.
AnalysisLayer 4
Your codebase becomes a navigable graph
FuzzForge uses Knowledge Graph technology to transform your codebase into a structured, navigable representation. This allows AI agents to understand your project holistically: dependencies, data flows, and attack surfaces. All while using fewer tokens and less compute.
- Reduces token usage by condensing code structure
- Maps dependencies, data flows and attack surfaces
- Enables intelligent module selection based on context
IntelligenceLayer 3
Specialized AI agents, coordinated by an orchestrator
Each agent has a single mission. They communicate via A2A protocol to cover every attack surface.
[orchestrator] Analyzing target surface...
[orchestrator] 47 endpoints discovered
[orchestrator] 4 specialized agents assigned
[orchestrator] Deploying selected agents...
[Fuzzing Agent] deploying agent...
[AppSec Agent] deploying agent...
[Crypto Agent] deploying agent...
[Network Agent] deploying agent...
[a2a] fuzzing ↔ appsec: sharing injection vectors
[a2a] crypto ↔ network: sharing certificates
[orchestrator] All agents ready. Starting scan...
Agent Fuzzing
Fuzzing tests
APIGQLProto
Agent AppSec
Application vulnerabilities
SQLiXSSSSTI
Agent Crypto
Cryptographic audit
JWTTLSHash
Agent Network
Network security
SSRFCORSPorts
SelectionLayer 2
The right tools for the right vulnerabilities
0 modules selected by AI
API Fuzzer
Proto Fuzz
gRPC Fuzz
WS Fuzzer
GQL Fuzz
Input Fuzz
Bin Fuzz
Schema Fuzz
SQL Inject
XSS Scan
CMD Inject
LDAP Inject
NoSQL Inj.
SSTI Scan
Header Inj.
TLS Audit
Cert Check
JWT Crack
Hash Audit
Entropy
SSRF Detect
Port Scan
DNS Enum
CORS Check
WS Test
Proxy Det.
Auth Bypass
Session Hj.
IDOR Scan
OAuth Test
Brute Guard
Misconfig
Secret Det.
Dep Audit
Docker Scan
Env Leak
Endpoint Map
Tech Detect
Version Enum
Asset Disc.
RCE Verify
LFI Exploit
Deser. Test
Race Cond.
Assembled workflows
IsolationLayer 1
Hermetic execution, transparent results
Standby
Endpoint Map
API Fuzzer
GQL Fuzz
SQL Inject
XSS Scan
SSTI Scan
Auth Bypass
IDOR Scan
JWT Crack
SSRF Detect
CORS Check
Secret Det.
RCE Verify
No open ports
No outbound network
Execution logs
Test results only
Results
Actionable results, not noise
0
Vulnerabilities
0
Modules used
0
Critical
0%
Endpoints covered
fuzzforge report
✓ Scan complete (4m 32s)
Vulnerabilities found: 23
├── Critical: 3 (SQL Injection, RCE, Auth Bypass)
├── High: 8 (XSS, SSRF, IDOR...)
├── Medium: 12 (Info Disclosure, Misconfig...)
└── Low: 0
Coverage: 47/47 endpoints tested (100%)
Modules used: 13 selected by AI agents