๐ Syncable IaC CLI
AI-powered Infrastructure-as-Code generator that analyzes your codebase and automatically creates optimized Docker, Docker Compose, and Terraform configurations.
๐ฏ 260+ Technologies Supported
The most comprehensive project analyzer supporting 5 major languages and their complete ecosystems:
- โ Java/JVM: 98 technologies (13 Spring components + enterprise stack)
- ๐ Python: 76 technologies (Django, FastAPI, ML/Data Science)
- ๐จ JavaScript/TypeScript: 46 technologies (React, Next.js, Node.js)
- ๐น Go: 21 technologies (cloud-native & microservices)
- ๐ฆ Rust: 20 technologies (high-performance web & systems)
๐ Help Other Developers Discover This Tool
If this tool saves you time, please consider giving it a โญ on GitHub!
Stars help other developers find Syncable CLI, and the more builders who discover it early, the better we can make it for everyone. Every star helps us reach developers who could benefit from automated infrastructure analysis and generation.
โจ Features
๐ Comprehensive Project Analysis
- Language Detection: Automatically detects JavaScript/TypeScript, Python, Rust, Go, Java/Kotlin with precise version detection
- Framework Recognition: Identifies 260+ technologies across all major ecosystems including complete Spring, Django, React, and Express families
- Dependency Analysis: Parses all package managers (npm/yarn/pnpm, pip/poetry, cargo, go mod, maven/gradle) and extracts version constraints
- Vulnerability Scanning: Integrates with security databases for each language ecosystem
- Security Analysis: Basic secret detection and environment variable security checks
- Context Extraction: Discovers entry points, ports, environment variables, and build scripts
๐ฏ Current Capabilities (Phase 1 Complete โ )
- โ Multi-language project analysis
- โ Framework and library detection with confidence scoring
- โ Comprehensive dependency parsing
- โ Security vulnerability checking
- โ Basic security analysis with secret detection
- โ Project context analysis (ports, env vars, build scripts)
- โ Project type classification
๐ง Coming Soon (Phase 2+)
- ๐ค AI-powered Dockerfile generation
- ๐ณ Intelligent Docker Compose creation
- โ๏ธ Cloud-ready Terraform configurations
- ๐ Advanced security analysis (infrastructure, framework-specific, compliance)
- ๐ Performance optimization suggestions
๐ณ Docker Infrastructure Analysis
NEW: Comprehensive Docker infrastructure analysis and understanding:
-
Dockerfile Analysis:
- Supports all Dockerfile variants (
Dockerfile,dockerfile.dev,dockerfile.prod, etc.) - Extracts base images, exposed ports, environment variables, and build stages
- Detects multi-stage builds and complexity metrics
- Environment-specific configuration detection
- Supports all Dockerfile variants (
-
Docker Compose Analysis:
- Supports all compose file variants (
docker-compose.yml,docker-compose.dev.yaml, etc.) - Service dependency mapping and network topology analysis
- Port mapping analysis (external/internal, host/container)
- Volume mount analysis and data persistence patterns
- Supports all compose file variants (
-
Service Discovery & Networking:
- Internal DNS and service communication patterns
- Custom network analysis and service isolation
- Load balancer detection (nginx, traefik, haproxy, kong)
- API gateway identification and ingress patterns
-
Orchestration Pattern Detection:
- Single Container applications
- Docker Compose multi-service setups
- Microservices architecture patterns
- Event-driven architecture (with message queues)
- Service mesh detection (Istio, Linkerd, Envoy)
-
Monorepo Docker Support:
- Analyzes Docker configurations across multiple projects
- Maps services to their respective project contexts
- Handles compose files at repository root with project-specific Dockerfiles
๐ฆ Installation
โก Quick Install
The fastest way to get started:
Or see below for building from source.
From Source (Recommended)
# Prerequisites: Rust 1.70+ and Git
# Clone the repository
# Build and install
# Verify installation
Pre-built Binaries
Coming soon! Check the releases page.
๐ Quick Start
Analyze a Project
# Analyze current directory
# Analyze specific project
# Get JSON output
# Use different display modes (NEW!)
๐ Display Modes (NEW!)
The analyze command now offers multiple display formats:
- Matrix View (default): A modern, compact dashboard with side-by-side project comparison
- Summary View: Brief overview perfect for CI/CD pipelines
- Detailed View: Traditional verbose output with all project details
- JSON: Machine-readable format for integration with other tools
See the Display Modes Documentation for visual examples and more details.
Check for Vulnerabilities
# Run vulnerability scan
# Check only high severity and above
# Export vulnerability report
Security Analysis
# Basic security analysis with secret detection
# Include low severity findings
# Skip specific analysis types
# Generate security report
# Fail CI/CD pipeline on security findings
Current Security Features:
- โ Secret detection (API keys, tokens, passwords)
- โ Environment variable security analysis
- โ Basic code pattern analysis (limited rules)
- โ Security scoring and risk assessment
- ๐ง Infrastructure security analysis (coming soon)
- ๐ง Framework-specific security checks (coming soon)
- ๐ง Compliance framework validation (coming soon)
๐ Usage Examples
Example: Node.js Express Application
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Example: Python FastAPI Service
Example: Security Analysis
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๐ ๏ธ Advanced Configuration
Create a .syncable.toml in your project:
[]
= true
= true
= ["vendor", "node_modules", "target"]
= 2097152 # 2MB
[]
= "json" # or "yaml", "toml"
๐งช Comprehensive Technology Support (260+ Technologies)
๐ Coverage by Language
- โ Java/JVM: 98 technologies - The most comprehensive JVM ecosystem coverage
- ๐ Python: 76 technologies - Complete Python web, data, and ML stack
- ๐จ JavaScript/TypeScript: 46 technologies - Full-stack web development ecosystem
- ๐น Go: 21 technologies - Modern cloud-native and microservices tools
- ๐ฆ Rust: 20 technologies - High-performance systems and web frameworks
๐ Major Ecosystem Coverage
โ Java/JVM Ecosystem (98 technologies)
Spring Family (13 technologies):
- Spring Boot, Spring Framework, Spring Security, Spring Data
- Spring Cloud (Gateway, Config, Netflix), Spring WebFlux, Spring MVC
- Spring Batch, Spring Integration, Spring AOP, and more
Enterprise & Microservices: Quarkus, Micronaut, Dropwizard, Jakarta EE
Database & ORM: Hibernate, MyBatis, JPA, JDBI, MongoDB Driver, Redis Jedis
Message Brokers: Apache Kafka, RabbitMQ, ActiveMQ, Apache Pulsar
Search & Big Data: Elasticsearch, Apache Solr, Apache Spark, Apache Flink
Security: Apache Shiro, Keycloak, Bouncy Castle, JWT, OAuth2
Build Tools: Maven, Gradle, Ant
Testing: JUnit, TestNG, Mockito, Selenium, Cucumber, Testcontainers
Web Servers: Tomcat, Jetty, Undertow, Netty
๐ Python Ecosystem (76 technologies)
Web Frameworks: Django, Flask, FastAPI, Pyramid, CherryPy, Tornado, Falcon
Django Family: Django REST Framework, Django ORM, Django-allauth
Data & ML: NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch, Keras
Database & ORM: SQLAlchemy, Alembic, psycopg2, PyMongo, Redis-py
Async & Messaging: Celery, asyncio, aiohttp, Dramatiq
Scientific: Matplotlib, Seaborn, Jupyter, SciPy
WSGI/ASGI Servers: Gunicorn, Uvicorn, Hypercorn, Daphne, Waitress
Testing: pytest, unittest, nose2, behave, Robot Framework
๐จ JavaScript/TypeScript Ecosystem (46 technologies)
Meta-Frameworks: Next.js, Nuxt.js, SvelteKit, Astro, SolidStart, Tanstack Start
Frontend: React, Vue.js, Angular, Svelte, SolidJS
Mobile: React Native, Expo
Backend: Express.js, Nest.js, Fastify, Hono, Elysia
Database/ORM: Prisma, Drizzle ORM, TypeORM, Mongoose, Sequelize
Build Tools: Vite, Webpack, Rollup, Parcel
Runtimes: Node.js, Bun, Deno, Cloudflare Workers, Vercel Edge
Testing: Jest, Vitest, Cypress, Playwright
๐น Go Ecosystem (21 technologies)
Web Frameworks: Gin, Echo, Fiber, Chi, Gorilla Mux, Beego
Microservices: gRPC, go-kit, go-micro
Database: GORM, sqlx, pgx
Cloud Native: Kubernetes client, Docker, Consul
Testing: Testify, Ginkgo, GoConvey
๐ฆ Rust Ecosystem (20 technologies)
Web Frameworks: Actix-web, Axum, Rocket, Warp, Tide
Async Runtimes: Tokio, async-std
Database/ORM: SeaORM, Diesel, SQLx
Serialization: Serde
Testing: Built-in test framework, criterion (benchmarking)
๐ฆ Package Manager Support
- JavaScript: npm, yarn, pnpm, bun
- Python: pip, poetry, pipenv, conda, pdm
- Java: Maven, Gradle
- Rust: Cargo
- Go: go mod
- PHP: Composer
- Ruby: Bundler
๐ค Contributing
We welcome contributions! Please see our Contributing Guide for details.
# Run tests
# Run with debug logging
RUST_LOG=debug
# Format code
# Run linter
๐ Project Status
Phase 1: Core Analysis Engine โ
- Language Detection
- Framework Detection
- Dependency Parsing
- Vulnerability Checking
- Basic Security Analysis (secret detection, env vars)
- Project Context Analysis
Phase 2: AI Integration ๐ง
- AI Provider Integration
- Smart Dockerfile Generation
- Intelligent Docker Compose
- Cloud-Ready Terraform
See ROADMAP.md for detailed progress.
๐ License
This project is licensed under the MIT License - see the LICENSE file for details.
๐ Acknowledgments
Built with โค๏ธ by the Syncable team