Share
JigsawML
Generate always up-to-date architecture diagrams by analyzing code and infrastructure. Visualize dependencies and resolve system queries using natural language.
General Information about JigsawML
JigsawML is an Architectural Intelligence platform designed to automate the creation and maintenance of interactive software architecture diagrams. Its primary function is to transform source code and cloud infrastructure data into dynamic visual maps that stay updated in real time. This tool solves the problem of outdated documentation and the lack of visibility in complex systems, especially in fast-paced development environments where the use of AI assistants accelerates code production.
The tool’s operation is based on a combination of static code analysis and live infrastructure metadata. JigsawML connects to repositories on platforms like GitHub, Bitbucket, or GitLab and scans files in languages such as Python, JavaScript, TypeScript, and Go. Using artificial intelligence and advanced language models, the platform doesn't just list resources; it understands how services, APIs, and data flows are interconnected. By integrating data from cloud providers, it offers a unified view that links application code with the underlying infrastructure without the need to install agents or modify user code.
The core capabilities of JigsawML include:
- Live Architectural Visualization: Generates automatic maps that reflect the current state of the system, eliminating the need to manually draw diagrams in external tools.
- Natural Language Queries: Allows engineers to ask technical questions about the system, such as identifying microservice dependencies or analyzing changes in payment architecture.
- Architectural Drift Detection: Automatically identifies architectural deviations and service boundary violations after every commit or pull request.
- Impact Analysis (Diff View): Visualizes which infrastructure components and connections will be affected by a code change before deployment.
This tool is especially useful for engineering leads, software architects, and DevOps teams who need to manage technical complexity in their daily workflow. It facilitates developer onboarding by providing an explorable map of the system and helps teams using AI coding tools ensure that generated changes do not introduce hidden dependencies or structural errors.
Regarding security, the platform offers flexibility with on-premises, cloud, or container-based deployments. JigsawML operates under a least-privilege principle, using read-only access and ensuring that user code is not used to train external AI models. It is a comprehensive solution for maintaining control over software evolution in modern, distributed architectures.
Features and Use Cases of JigsawML
How JigsawML Works
Frequently Asked Questions about JigsawML
What is JigsawML and how does it help my engineering team?
It is an architectural intelligence platform that automatically generates interactive diagrams by combining static code analysis with live data from your cloud infrastructure.
Who is JigsawML designed for?
It is built for engineering leaders, software architects, and platform teams who need to oversee system evolution and manage the impact of AI-generated code.
How does JigsawML ensure the privacy and security of my data?
The platform offers on-premise deployment options so your code stays within your infrastructure and guarantees that your data is never used to train third-party AI models.
Which programming languages does JigsawML currently support?
The tool offers full support for Python, JavaScript, and Go, and the development team is working to add new languages like Java and C# in the near future.
Do I need to change my workflow to use JigsawML?
No code modifications or additional agents are required, as the platform connects externally to your GitHub or Bitbucket repositories with read-only permissions.
What specific everyday problems does JigsawML solve?
It helps eliminate outdated technical documentation, allows you to quickly understand the impact of API changes, and accelerates onboarding for new team members.
How much does the JigsawML platform cost?
The tool is free to use during its early access phase, allowing you to start mapping your architecture immediately without providing a payment method.
How long does it take for JigsawML to analyze an entire repository?
Most repositories are processed within two to fifteen minutes, depending on their size and the complexity of the system's internal dependencies.
JigsawML Pricing
Early Access
Free
- Free access during the initial launch phase.
- No credit card required for sign-up.
Full Platform
Contact official website (contact via [email protected])
- Automated generation and maintenance of interactive architecture diagrams.
- Real-time synchronization between static code analysis and cloud infrastructure data.
- Natural language system queries to understand dependencies and changes.
- "Diff View" tool to visualize the architectural impact of Pull Requests before merging.
- Support for Python, JavaScript, TypeScript, and Go.
- Integration with GitHub, Bitbucket, and AWS (read-only).
- Multiple deployment models: local installation (using your own LLM credentials), JigsawML cloud hosting, or container-based deployment.
- Automated detection of "architecture drift" and system boundary violations.
JigsawML Screenshots
