Cyfendo CLI 🛡️

Autonomous Application Security Scanner, AST-Bounded Taint Analyzer & Dual-Oracle Remediation Engine.
Find verified vulnerabilities, eliminate false positives through multi-agent consensus, and apply Dual-Oracle verified code patches in seconds.

⚡ Key Capabilities

• 🔒 Sovereign Local Mode (BYOM): Run 100% locally using your own LLM provider keys (Anthropic Claude, OpenAI, Google Gemini, GCP Vertex AI, Azure OpenAI, or local Ollama/vLLM). Zero source code leaves your machine.
• 🤖 Multi-Agent SAIF Pipeline: Five specialized agents (Researcher, Prosecutor, Defender, Critic, and Dual-Oracle Judge) collaboratively audit code, discover taint paths, and synthesize dynamic PoC exploits to mathematically verify reachability.
• 🧪 Dual-Oracle Verified Patches: Synthesizes surgical code fixes and validates them against both static AST syntax checks and dynamic exploit neutralizers before presenting them to you.
• 🛠️ Interactive Patch Manager: Review colorized unified diffs and apply fixes directly to your repository with a single command (cyfendo patch <id> --apply).
• 🎯 Fine-Grained Deduplication & Benchmarking: Supports root_cause, file (per-file isolation), and none deduplication scopes, plus a dedicated --benchmark-mode for OWASP Benchmark / Juliet suites.
• 🚦 CI/CD Quality Gates: Native OASIS SARIF 2.1.0 export and configurable severity threshold gates (--fail-on=high) for GitHub Actions, GitLab CI, and CircleCI.

🚀 Installation

Option A: Install via pip (Recommended)

pip install --upgrade cyfendo

Or isolate dependencies with pipx:

pipx install cyfendo

Option B: Standalone Native Binary (Zero Python Required)

For air-gapped servers or environments without a Python runtime:

curl -sSL https://cyfendo.com/install.sh | bash

(Or download the binary directly from https://cyfendo.com/downloads/cyfendo and verify SHA-256 checksums at checksums.txt).

🔒 1. Sovereign BYOM Mode (Zero Source Code Egress)

Cyfendo Sovereign BYOM is engineered for defense, healthcare, fintech, and enterprise teams with strict zero-trust data custody requirements:

• 100% Local Pipeline Execution: AST parsing, cross-file taint analysis, call graphs, exploit verification, and patch synthesis execute directly on your local workstation.
• Direct LLM Connection: Your machine communicates directly with your chosen provider. Cyfendo servers never proxy your code or model prompts.
• Local Storage in .cyfendo/: All findings, exploit traces, Markdown reports, SARIF files, and individual .patch diffs are stored exclusively in your local workspace.

Step-by-Step Setup:

Step 1: Authenticate Workspace (Optional for Local BYOM)

Generate an API Key from User Menu → Developer & CLI Access on https://cyfendo.com to verify plan entitlements:

cyfendo login --key cy_live_xxxxxxxxxxxxxxxxxxxxxxxx
cyfendo status

Step 2: Configure Provider Credentials

Export your provider API key or credentials as environment variables:

# OpenAI (GPT-4o, GPT-4.5, O3-Mini, O1):
export OPENAI_API_KEY="sk-proj-xxxxxxxxxxxxxxxxxxxxxxxx"

# Anthropic Claude (Claude 3.7 Sonnet, Claude 3.5 Sonnet):
export ANTHROPIC_API_KEY="sk-ant-xxxxxxxxxxxxxxxxxxxxxxxx"

# Google Gemini Developer API:
export GEMINI_API_KEY="AIzaSyxxxxxxxxxxxxxxxxxxxx"

# Google Cloud Vertex AI (with enterprise ADC):
gcloud auth application-default login
export GCP_PROJECT="my-enterprise-gcp-project"
export VERTEX_AI_LOCATION="us-central1"

# Microsoft Azure OpenAI Service:
export AZURE_OPENAI_ENDPOINT="https://my-resource.openai.azure.com/"
export AZURE_OPENAI_KEY="xxxxxxxxxxxxxxxxxxxxxxxx"
export AZURE_OPENAI_DEPLOYMENT="my-gpt4o-deployment"

Step 3: Set Persistent Defaults (Optional)

Save your preferred provider and model defaults in ~/.cyfendo/config.json so you don't need to pass flags each time:

cyfendo config --set-provider anthropic
cyfendo config --set-model claude-3-7-sonnet-latest
cyfendo config --set-thinking high
cyfendo config --show

Step 4: Execute the Sovereign Local Scan

Run cyfendo scan --local . (or cyfendo scan --byom .) on your target directory:

# 1. Local scan with OpenAI GPT-4o and patch generation:
cyfendo scan --local \
    --provider openai \
    --model gpt-4o \
    --generate-patch \
    .

# 2. Local scan with Anthropic Claude 3.7 Sonnet and extended reasoning:
cyfendo scan --local \
    --provider anthropic \
    --model claude-3-7-sonnet-latest \
    --thinking high \
    --generate-patch \
    .

# 3. Local scan with Google Gemini 3.7:
cyfendo scan --local \
    --provider gemini \
    --model gemini-3.7-flash \
    --generate-patch \
    .

# 4. Local scan with GCP Vertex AI:
cyfendo scan --local \
    --provider vertex \
    --model gemini-3.7-flash \
    --generate-patch \
    .

# 5. Local scan with Microsoft Azure OpenAI:
cyfendo scan --local \
    --provider azure \
    --generate-patch \
    .

# 6. Custom OpenAI-compatible proxy gateway (corporate LiteLLM proxy):
cyfendo scan --local \
    --provider openai \
    --endpoint "https://ai-proxy.corp.internal/v1" \
    --model gpt-4o \
    .

# 7. 100% Air-Gapped Local Models via Ollama (Zero Internet Packets):
# Pull model: ollama pull deepseek-r1:32b
cyfendo scan --local \
    --provider ollama \
    --model deepseek-r1:32b \
    --generate-patch \
    .

# 8. Local scan with self-hosted vLLM cluster:
cyfendo scan --local \
    --provider ollama \
    --endpoint "http://vllm-cluster.internal:8000/v1" \
    --model deepseek-ai/DeepSeek-R1 \
    .

☁️ 2. Managed Cloud Platform Scanning

For centralized team reporting, automated periodic Git schedules, and cloud dashboard triage:

# 1. Authenticate with your Cyfendo API Key
cyfendo login --key cy_live_xxxxxxxxxxxxxxxx

# 2. Run a vulnerability scan in current directory
cyfendo scan .

# 3. Associate scan with an existing protected project
cyfendo scan /path/to/source --project "payment-gateway"

# 4. View account and workspace status
cyfendo whoami
cyfendo status
cyfendo projects

⚙️ 3. Scan Settings & Advanced Options

A. Deduplication Scopes (--dedup-scope)

Controls how raw taint traces and candidate findings across call graphs and AST scopes are clustered:

• root_cause (Default): Universal multi-factor AST clustering across functions and routes. Consolidates redundant alerts into single root-cause findings for developer triage.
• file (Per-File Isolation): Prevents findings in separate files from merging. Crucial for synthetic test suites and granular file-by-file audits.
• none (Raw Traces): Disables deduplication clustering entirely. Outputs every verified candidate finding trace directly.

# Run with per-file deduplication and full AI patch generation
cyfendo scan . --dedup-scope=file --generate-patch

# Run raw audit without any deduplication
cyfendo scan . --dedup-scope=none

B. Benchmark Evaluation Mode (--benchmark-mode)

Designed for automated evaluation benchmarks (such as OWASP Benchmark, Juliet, and custom synthetic suites). Enforces Per-File Isolation (--dedup-scope=file) and disables initial patch generation for maximum evaluation throughput and exact groundtruth comparison:

cyfendo scan . --benchmark-mode

C. Developer Steering Directives (--directive)

Guide the multi-agent researcher to focus its audit on specific architecture layers or threat vectors:

cyfendo scan --local \
    --provider openai \
    --model gpt-4o \
    --directive "Focus audit on authentication bypass, BOLA, and SSRF in payment endpoints" \
    .

D. Fresh Scan Without Checkpoint Cache (--clean)

Clears all cached analysis stage checkpoints and forces a fresh scan from scratch:

cyfendo scan --local --clean .

🩹 4. Inspecting & Applying Remediation Patches

All generated artifacts are saved to .cyfendo/ in your project root. Cyfendo generates verified, production-ready unified .patch files:

# 1. List and export individual .patch files into .cyfendo/patches/
cyfendo patches

# 2. Inspect a colorized diff preview for a specific finding
cyfendo patch fnd_91a4 --show

# 3. Apply patch directly to local source code via 3-way git apply
cyfendo patch fnd_91a4 --apply

# 4. Or apply manually with standard git tooling
git apply .cyfendo/patches/01_sql_injection.patch

# 5. Export an aggregated unified patch bundle during scan
cyfendo scan . --generate-patch --patch-bundle fixes.patch
git apply fixes.patch

# 6. Read full Markdown audit report
cat .cyfendo/report.md

🚦 5. CI/CD Quality Gates & Automation

Enforce shift-left security on every pull request. Automatically block PR merges with failing quality gates, upload standard SARIF reports, or execute 100% Sovereign BYOM scans with zero code egress.

CLI Gate Flags:

• --fail-on=<critical|high|medium|low>: Exits with code 1 if findings at or above the threshold exist.
• --sarif=<path>: Exports findings in OASIS SARIF 2.1.0 format for GitHub Code Scanning / GitLab.
• --no-interactive: Disables animated spinners and progress bars for clean CI log output.

GitHub Actions Workflow (Sovereign BYOM — Zero Source Code Egress)

name: Cyfendo Sovereign Security Audit

on:
  push:
    branches: [main]
  pull_request:
    branches: [main]

jobs:
  cyfendo-security-audit:
    runs-on: ubuntu-latest
    steps:
      - name: Checkout Code
        uses: actions/checkout@v4

      - name: Set up Python
        uses: actions/setup-python@v5
        with:
          python-version: "3.12"

      - name: Install Cyfendo CLI
        run: pip install --upgrade cyfendo

      - name: Execute Sovereign BYOM Security Scan
        env:
          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
        run: |
          cyfendo scan . \
            --local \
            --provider anthropic \
            --model claude-3-7-sonnet-latest \
            --thinking high \
            --sarif results.sarif \
            --fail-on high \
            --no-interactive

      - name: Upload SARIF to GitHub Code Scanning
        uses: github/codeql-action/upload-sarif@v3
        if: always()
        with:
          sarif_file: results.sarif

GitHub Actions Workflow (Managed Cloud)

name: Cyfendo Cloud Audit

on:
  pull_request:
    branches: [main]

jobs:
  security-gate:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4

      - name: Install Cyfendo CLI
        run: pip install --upgrade cyfendo

      - name: Run Cloud Security Gate
        env:
          CYFENDO_API_KEY: ${{ secrets.CYFENDO_API_KEY }}
        run: |
          cyfendo scan . \
            --project "my-repo" \
            --fail-on high \
            --sarif results.sarif \
            --no-interactive

      - name: Upload SARIF Report
        uses: github/codeql-action/upload-sarif@v3
        if: always()
        with:
          sarif_file: results.sarif

GitLab CI Workflow (.gitlab-ci.yml)

cyfendo_security_scan:
  stage: test
  image: python:3.12-slim
  script:
    - pip install --upgrade cyfendo
    - cyfendo scan . --local --provider openai --model gpt-4o --sarif gl-sast-report.sarif --fail-on high --no-interactive
  artifacts:
    reports:
      sast: gl-sast-report.sarif
    when: always

📖 Complete CLI Command Reference

📄 License & Links

• License: MIT
• Homepage: https://cyfendo.com
• Documentation: https://cyfendo.com/docs
• Issues & Feedback: contact@cyfendo.com