v2.0Cross-file taint analysis is here

Trace vulnerabilities across your entire codebase

Cross-file dataflow analysis. Type-aware. Open source SAST that cuts through the noise and finds real vulnerabilities.

Install NowGitHub

Get started in seconds

Choose your preferred installation method

brew install shivasurya/tap/pathfinder

macOS & Linux • v2.0.0

Developers trust findings from Code Pathfinder

SecureFlow AI

Say goodbye to false positives

Get findings you feel confident bringing to developers across SAST, SCA, and Secrets scanning. Filter out the false positives that traditional tools always flag with contextual, AI-powered noise filtering.

Read our guide on reducing false positives
Security Dashboard
Critical
0
-100%
High
2
-90%
Medium
5
No change
Vulnerability Trend (Last 30 days)
Jan 1Jan 30
api/views.py
1from django.db import connection
2
3def get_user(user_id):
4cursor = connection.cursor()
5query = f"SELECT * FROM users WHERE id = {user_id}"
6cursor.execute(query)
7return cursor.fetchone()
SQL Injection (CWE-89)
User input flows to SQL execution without sanitization
Code Graph Analysis

Eliminate developer friction

Automatically hide likely false positives from developers. Present findings and fixes to developers in their native workflows with structural search, call graphs, and source-to-sink tracing.

Explore security rules and code graph analysis
CI/CD Integration

Easily operationalize and scale

See findings in your editor, pull requests, and CI pipelines with a single configuration. Export SARIF and DefectDojo reports with severity mapping for smooth triage and tracking.

View GitHub Actions integration →New: PR summary comments & inline security findings →
.github/workflows/security.yml
name: Security Scan
on: [push, pull_request]
jobs:
security:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v6
- name: Run Code Pathfinder
run: |
npm install -g codepathfinder
pathfinder ci --project . --ruleset cpf/python
Build passing
0 vulnerabilities

Performance that doesn't compromise security

Lightning-fast scans with AI precision that actually catches vulnerabilities.

98%
Fewer false positives with AI filtering
10s
Median CI scan time
12+
AI models supported

Security rules that grow with threats

Protect your code with an ever-growing set of security rules covering OWASP Top 10, CVEs, and framework-specific vulnerabilities.

Privileged Port Exposed

MEDIUM

Exposing port below 1024 typically requires root privileges to bind. Consider using non-privileged ports (>1024) with port mapping or granting CAP_NET_BIND_SERVICE capability.

dockerdockerfileport+8
2026-03-22Docker

Service Running in Privileged Mode

CRITICAL

Service is running in privileged mode. This grants container equivalent of root capabilities on the host machine. Can lead to container escapes and privilege escalation.

docker-composecomposeservice+7
2026-03-22Docker Compose

Django Insecure Deserialization of Request Data

CRITICAL

User input flows to unsafe deserialization functions (pickle, yaml.load, dill, shelve), enabling arbitrary code execution during deserialization.

pythondjangodeserialization+9
2026-03-22Python

Avoid apt-get upgrade

MEDIUM

Avoid apt-get upgrade in Dockerfiles. Use specific base image versions instead.

dockerdockerfileapt-get+8
2026-03-22Docker

Dangerous Capability Added

HIGH

Service adds dangerous capability. These capabilities can be used for container escape or privilege escalation.

docker-composecomposecapabilities+6
2026-03-22Docker Compose

Django SQL Injection via QuerySet.extra()

HIGH

User input flows to QuerySet.extra() without parameterization, enabling SQL injection through Django's legacy ORM extension interface.

pythondjangosql-injection+6
2026-03-22Python
View all security rules
AI Integration

Connect your AI assistant to your codebase

Query your codebase with natural language through Claude Code, Codex, OpenCode, or Windsurf. Get instant answers about function calls, dependencies, and code structure without leaving your editor.

Natural Language Queries
Ask "What calls this function?" or "Show me all database queries"
Deep Call Graph Analysis
Trace function calls, dependencies, and data flows across your entire project
Multi-Project Support
Query across microservices, monorepos, and complex architectures
Learn about MCP ServerQuick Setup Guide
Example Query
Ask your AI assistant
You ask:
"What functions call validate_user?"
AI responds:
Found 12 functions that call validate_user:

• app.api.login_endpoint
• app.api.register_endpoint
• app.middleware.auth_middleware
• app.cli.login_command
... and 8 more
Powered by Model Context Protocol (MCP)

Build secure software without drowning in alerts

Focus on real vulnerabilities with AI-powered precision that cuts through the noise of traditional security scanners.

Watch Demo VideoExplore documentation