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PlantUML

PlantUML is an open-source tool that enables users to generate a wide variety of diagrams, including UML and non-UML types, from simple textual descriptions written in a dedicated, human-readable syntax, eliminating the need for manual graphical drawing. Developed by Arnaud Roques and first released in , it addresses the challenge of synchronizing with evolving software by allowing diagrams to be embedded directly in text files, such as comments or wikis, for easy and collaboration. The tool supports core UML diagrams like sequence diagrams, class diagrams, use case diagrams, activity diagrams, object diagrams, component diagrams, state diagrams, and deployment diagrams, as well as extended formats such as timing diagrams, diagrams, and non-UML visualizations including Gantt charts, mind maps, wireframes, / data representations, EBNF diagrams, regex diagrams, and network diagrams. Key features include multiple layout engines—such as (default), Smetana, VizJs, and —for flexible rendering; support for various input encodings and output formats like , , PDF, and ; and specialized engines for sequence diagrams (Puma and Teoz) that handle advanced elements like durations, anchors, and nested activations. PlantUML is implemented in , licensed under flexible open-source terms including GPL, LGPL, Apache, and EPL, and integrates seamlessly with development environments such as , , , and tools like , editors, and , with over 80 community-developed plugins enhancing its extensibility. Since its inception, it has facilitated the generation of millions of diagrams, with an online server available for quick rendering without local installation.

Overview

Definition and Purpose

PlantUML is an open-source tool that allows users to create a wide range of diagrams, including (UML) and other types, through a simple, human-readable textual language rather than graphical interfaces. This text-based approach enables straightforward description of diagram elements and relationships, making it accessible for developers, technical writers, and teams without requiring specialized drawing software. The primary purpose of PlantUML is to facilitate the embedding of diagrams directly into documentation, source code comments, wikis, and collaborative platforms, thereby supporting systems and simplifying maintenance as code evolves. By treating diagrams as code, it addresses the common challenge of keeping visual representations synchronized with software changes, promoting consistency in technical communication. This integration is achieved through over 80 plugins for tools like , , and various markup languages, enhancing its utility in agile development workflows. At its core, PlantUML processes an intuitive, ASCII art-inspired syntax via a Java-based to generate diagrams in multiple output formats, such as , , PDF, and . Developed by Arnaud Roques in , the tool was initially motivated by the need to automate diagram generation for documents and to overcome the maintenance issues associated with mouse-driven diagramming tools like Rational Rose, ultimately aiming to embed UML concepts directly at the source code level for easier updates and collaboration.

Key Characteristics

PlantUML is an open-source tool released under multiple licenses including the GNU General Public License version 3.0, LGPL, , and , allowing users to freely modify and distribute its , which is hosted on for collaborative development and contributions. A core aspect of PlantUML's functionality is its dependency on the library for automatic layout and rendering of diagrams, which supports the creation of intricate structures such as hierarchical and directional graphs without manual positioning. This reliance enables scalable and aesthetically pleasing outputs but requires Graphviz to be installed separately on the user's system. The tool generates diagrams in multiple formats to accommodate various use cases, including raster images like for web embedding, vector formats such as and for high-resolution printing and scalability, and text-based for lightweight, console-friendly representations. Additionally, it supports real-time preview features in integrated development environments () and editors that have PlantUML plugins, allowing immediate visualization as code is edited. One of PlantUML's primary strengths lies in its text-based syntax, which treats diagrams as code that can be diffed, merged, and version-controlled using standard tools like , facilitating collaborative workflows in without the need for graphical drawing interfaces or mouse interactions. This approach contrasts with traditional diagramming software by embedding diagrams directly into documentation and source repositories. However, PlantUML's dependence on external libraries like can lead to compatibility challenges, such as installation failures on certain operating systems, issues with outdated versions causing rendering errors, or crashes during complex diagram processing. These limitations may require users to troubleshoot environment configurations or opt for bundled distributions to ensure reliable operation.

History

Origins and Development

PlantUML was created by Arnaud Roques in 2009 as a Java-based open-source component intended to simplify the generation of UML diagrams directly from textual descriptions in contexts. The tool's initial release occurred on April 17, 2009, on , driven by the challenge of maintaining synchronized and code in agile development practices through efficient text-to-diagram workflows. Its early development originated as a personal initiative by Roques to embed UML diagrams into collaborative tools like wikis and code comments, building on inspirations from existing text-based diagramming approaches such as Web Sequence Diagrams while prioritizing compliance with UML standards. Among the foundational advancements, early versions incorporated integration with —specifically its engine—for automated diagram layout, enhancing the tool's rendering capabilities without manual positioning. The project, launched on , later transitioned to to streamline community involvement and collaborative development.

Major Releases

PlantUML's major releases trace the tool's maturation from foundational diagram support to a robust, versatile system for textual UML generation. Early releases around 2010 established reliable rendering for sequence and class diagrams while introducing a standard library of reusable elements for common UML constructs. This foundation emphasized simplicity and integration with for layout, setting the stage for broader adoption in documentation and design workflows. In the mid-2010s, releases such as the v1.2017.x series marked significant expansions, enhancing existing diagram types including activity and component diagrams with improved features. These updates also enhanced error handling for malformed syntax and added features to accommodate multilingual users and documentation needs. Up to November 2025, the project has seen ongoing refinements, with version 1.2025.10 released on November 4, 2025, introducing minor bug fixes and improvements alongside earlier 2025 releases that added enhanced output, better mobile compatibility, and performance optimizations for large-scale diagrams. Maintenance remains under the primary stewardship of Arnaud Roques, bolstered by community-driven pull requests that address edge cases and extend functionality. Since 2020, PlantUML has maintained a frequent release cadence, often monthly or more, prioritizing bug fixes, incremental syntax enhancements, and compatibility with evolving versions to support modern diagramming requirements.

Features

Supported Diagram Types

PlantUML supports a comprehensive set of types, with a strong emphasis on () diagrams while extending to non-UML formats for versatile applications in , , and . The tool's UML implementations cover essential categories that align with modeling practices, allowing users to generate visual representations from textual specifications without graphical editing tools. The supported UML diagrams include sequence diagrams for illustrating object interactions over time, use case diagrams for depicting functionalities and actor relationships, class diagrams for defining structural elements like and associations, object diagrams for instantiating class structures, activity diagrams for modeling workflows and processes, diagrams for representing object lifecycles and transitions, component diagrams for showing component dependencies, deployment diagrams for mapping software to hardware nodes, and timing diagrams for capturing time-based behaviors. These diagrams adhere to UML 2.x standards in their core semantics, facilitating compatible and standardized modeling outputs. In addition to UML, PlantUML offers non-UML extensions that broaden its scope beyond traditional software modeling. These include Gantt charts for visualizing project timelines and dependencies, wireframes for prototyping user interfaces, mind maps for hierarchical idea organization, work breakdown structures (WBS) for decomposing project tasks, , , and network diagrams such as those based on for modeling or nwdiag for infrastructure layouts. Such extensions enable PlantUML to serve diverse needs in planning and documentation. A distinctive aspect of PlantUML is its support for mixed diagrams, where elements from different types—such as combining sequence flows with explanatory notes—can be integrated within a single visualization to provide richer context. Furthermore, the tool allows sprite inclusion, enabling the embedding of custom monochrome icons to augment diagrams with tailored visual symbols for enhanced clarity and specificity. The foundational UML diagram support has been integral since PlantUML's initial release in , starting with core types like diagrams, while non-UML extensions were progressively introduced from 2012 onward, including early additions like wireframe capabilities, to extend the tool's relevance to and design domains.

Customization Options

PlantUML provides extensive customization options to tailor diagram appearance and structure, enabling users to apply styling, adjust layouts, and incorporate advanced features for reusable and specialized outputs. These options are primarily defined using preprocessing directives and skin parameters within the diagram , allowing for fine-grained control over visual elements without altering the core syntax. Skinning and themes form the foundation of visual customization in PlantUML. Built-in themes such as "Rose," "Plain," and "Spacelab" can be applied using the !theme <name> directive at the start of a diagram, which overrides default colors, fonts, and backgrounds to create consistent aesthetics across elements like nodes, arrows, and borders. For instance, the Rose theme introduces a warm color palette suitable for professional presentations, while Plain offers a minimalist, unadorned look. Custom themes can be created by defining a .puml file with skin parameters and loading it via !theme <name> from <path>, effectively extending the with user-specific styles. Additionally, the skinparam command allows CSS-like styling for individual , such as skinparam backgroundColor #FFFFFF for white backgrounds, skinparam classFontSize 12 for font adjustments, or skinparam arrowColor red for colored edges, supporting standard color names or RGB hex codes. These can be nested for efficiency, e.g., skinparam class { BackgroundColor LightBlue FontColor Black }, applying changes to all elements. Layout controls enable users to influence arrangement and flow. Directions can be set with directives like left to right [direction](/page/Direction) for horizontal layouts or top to bottom [direction](/page/Direction) (the default) for vertical ones, particularly useful in , deployment, and activity diagrams to match reading conventions. Node positioning is largely automated via integration with the DOT engine, which computes optimal placements using algorithms like hierarchical or radial , but users can tweak this by specifying ranks (e.g., rankdir=LR in embedded DOT syntax) or using !pragma layout smetana as a Java-based alternative to Graphviz for lighter dependencies. Edges can be hidden or suppressed by commenting out lines with ' or enclosing them in block comments /' ... '/, preventing their rendering without affecting other elements. Advanced options further enhance reusability and output quality. Macros for reusable elements are defined using !define for simple substitutions (e.g., !define MYMACRO(value) some text with $value) or !procedure for complex, parameterized blocks that can generate repeated diagram parts, such as custom node shapes. Export-specific settings include DPI adjustments via skinparam dpi 300 to produce high-resolution PNG images suitable for print, with the default at 96 DPI; scaling can also be applied using scale max 1024 width to fit outputs to specific dimensions. For security-sensitive diagrams, the Salt subproject supports wireframe designs with hashed or obscured elements, though direct salted hash integration is handled through custom macros rather than built-in directives. Examples illustrate practical applications of these customizations. In class diagrams, stereotypes like <<abstract>> can be styled with colors and positioning via skinparam stereotypePosition top and skinparam stereotypeCBackgroundColor yellow, enhancing readability for abstract classes. For activity diagrams, swimlanes are customized using |Department| partitions with background colors (e.g., skinparam activityBackgroundColor #E0F0FF within lanes), allowing clear separation of responsibilities while applying a theme like Plain for a clean, corporate look. These techniques ensure diagrams are not only functional but visually adapted to specific contexts, such as documentation or presentations.

Syntax and Language

Basic Syntax Elements

PlantUML diagrams are defined using a simple textual language enclosed within specific delimiters. The core structure begins with the @startuml tag to initiate the diagram definition and concludes with the @enduml tag to mark its end, ensuring that all diagram elements are contained within these boundaries. Optional directives such as title allow users to specify a diagram title, while header and footer add supplementary text at the top and bottom, respectively, supporting multi-line content with end title, end header, or end footer for extended formatting. These elements provide a foundational framework for creating readable and organized diagrams. Entities in diagrams, particularly for sequence or use case types, are declared using keywords like actor for human-like figures or participant for rectangular components. For instance, actor User defines an named "User," and participant Server introduces a participant named "Server," with aliases possible via the as keyword for renaming (e.g., participant "Long Name" as Short). Keywords such as actor and participant are case-insensitive. Relationships between entities are primarily expressed through arrow notations, where --> denotes a synchronous message, -..-> indicates a dotted asynchronous one, and variations like -left-> or -down-> control . Hidden connections can be specified with -[hidden]- to influence layout without visibility. Annotations enhance these links: notes are added via note left of Entity: text or note over Entity1, Entity2: text for positioned comments, and stereotypes provide type indicators using <<stereotype>> (e.g., participant [Server](/page/Server) <<interface>>). Preprocessor commands enable and before rendering. The !include <file> directive incorporates external libraries or files, with !include_once preventing duplicates and !include_many handling multiple items; for example, !include https://raw.githubusercontent.com/plantuml/stdlib/master/C4-Container.puml pulls in standard components. Styling is adjusted via !theme <name>, such as !theme [cerulean](/page/Cerulean) for predefined visual schemes, while !pragma <setting> offers tweaks like !pragma layout smetana for selection. Misuse of these, such as invalid theme names or repeated inclusions without safeguards, can lead to rendering issues or unexpected repetitions. A notable aspect of PlantUML's syntax is its handling of case: identifiers (e.g., participant names) are case-sensitive, meaning "User" and "user" are treated as distinct. Common pitfalls include unmatched arrows, which may cause parsing errors or incomplete layouts, emphasizing the need for balanced directional syntax in definitions.
plantuml
@startuml
title Basic Sequence Example
actor User
participant Server <<interface>>
User -> Server: Request
note right of Server: Processing
Server --> User: Response
@enduml
This example illustrates a simple interaction, highlighting delimiters, entity declarations, an , a , and a .

Advanced Constructs

PlantUML supports advanced language features that enable the creation of dynamic and conditional diagrams, particularly in activity and sequence diagrams, allowing for more expressive representations of complex workflows and interactions. These constructs facilitate the inclusion of logic such as conditionals and loops, which are essential for modeling decision points and repetitive processes without relying solely on static elements. Control structures in PlantUML include conditional and iterative elements tailored to specific diagram types. In activity diagrams, the if statement evaluates a condition and branches accordingly, using then for the primary path and optional else for alternatives, terminated by endif; for example:
@startuml
start
if (condition?) then (yes)
  :action1;
else (no)
  :action2;
endif
stop
@enduml
This supports vertical layout via !pragma useVerticalIf on for better readability in intricate flows. While loops are defined with while (condition?) :action; endwhile, enabling repetition until the condition fails, and repeat loops use repeat :action; repeat while (condition?) is (yes) not (no) for post-condition checks, both applicable within swimlanes. In sequence diagrams, fragments like alt with else handle conditional message flows, opt denotes optional interactions, loop repeats a block (e.g., loop 1000 times), and par executes parallel messages, requiring !pragma teoz true for proper rendering. Grouping and partitioning mechanisms organize elements logically across diagram types. In activity diagrams, swimlanes are created using |swimlane| :action;, assigning responsibilities to or roles with optional colors (e.g., |#pink|Actor|), while partitions group s via partition Name { :action; }, supporting multi-word names and hyperlinks. Broader groupings include group Name :action; end group, package Name :action; end package for modular containment, and rectangle or card for framed sections. For class diagrams, packages encapsulate related classes (e.g., package pkg { class A }), and folders provide hierarchical organization in file-structure views. These features enhance clarity by visually separating concerns without altering core syntax. Macros and functions promote reusability through preprocessing directives. The legacy !define is deprecated in favor of !procedure for void macros (e.g., !procedure $drawArrow($src, $dest) $src --> $dest !endprocedure) and !function for value-returning ones (e.g., !function $double($a) !return $a + $a !endfunction), both supporting parameters with default values and local variables. Variables are interpolated via ${var} (e.g., !$count = 5; note right: Count is ${count}), handling strings, integers, or JSON, with global scope by default. Argument concatenation uses ## (e.g., name##Suffix), enabling parameterized, modular diagram snippets that reduce repetition in large designs. Integration with external data allows diagrams to be driven by remote or structured content, introduced in version 1.2020.23 and later. The !includeurl URL directive fetches and incorporates remote PlantUML files or snippets, supporting for protected resources and block selection (e.g., !includeurl [https](/page/HTTPS)://example.com/diagram.puml!0 for the first block). JSON parsing uses @startjson {data} @endjson to visualize structures, with highlighting (e.g., #highlight "key") and styles for nested objects/arrays, integrable into class or deployment diagrams. Similarly, YAML support via @startyaml {data} @endyaml renders hierarchical data with key symbols (e.g., @key), lists, and custom formatting, enabling data-driven generation from configuration files. Best practices emphasize maintaining diagram readability amid complexity; overuse of nested controls or extensive macros can obscure intent, so limit depth to three levels and modularize with procedures for reuse. For debugging, employ !pragma svek_trace to output intermediate Graphviz DOT and SVG files, or switch layout engines via !pragma layout_engine smetana (for simpler hierarchies) or elk (for advanced routing), testing incrementally to isolate issues. Grouping with together or norank on edges further refines layouts without overcomplicating the source.

Usage and Integration

Installation Methods

PlantUML can be installed and run in various ways, depending on the user's operating system and preferred environment. The primary prerequisites for local installation include Java Runtime Environment (JRE) version 8 or higher, which can be verified by running java -version in the terminal. Additionally, is required for generating certain diagram types that rely on layout computations, such as and activity diagrams; it can be installed separately via package managers like apt-get install [graphviz](/page/Graphviz) on Debian-based systems or brew install [graphviz](/page/Graphviz) on macOS. On Windows, since version 1.2020.21, PlantUML includes a minimal , so separate installation is typically not required. While some diagram types, like sequence diagrams, do not require since version 1.2021.5, full functionality necessitates its presence. For standalone Java setup, users download the latest plantuml.jar file from the official releases page, such as version 1.2025.10 released on November 4, 2025. After ensuring and are installed, the JAR can be executed directly from the command line to process PlantUML files; for example, java -jar plantuml.jar example.puml generates images like or in the same directory. This method supports a launched via java -jar plantuml.jar -gui on supported operating systems, allowing file browsing and diagram preview without additional configuration. Server mode enables remote diagram generation over HTTP, suitable for web-based or collaborative use. A simple local web server can be started using the PicoWeb mode: java -jar plantuml.jar -picoweb:8080, which starts a local accepting uploads and returning rendered images; access it at http://localhost:8080/. For containerized deployment, Docker images like plantuml/plantuml-server:jetty provide an isolated server environment—pull the image with docker pull plantuml/plantuml-server:jetty and run docker run -d -p 8080:8080 plantuml/plantuml-server:jetty to host the service. This approach avoids direct installation on the host machine. Installation via package managers simplifies setup on specific platforms. On macOS, Homebrew users can install with brew install plantuml, which handles and dependencies automatically. For Windows, provides a community package via choco install plantuml, integrating the JAR and supporting command-line execution post-installation. offers cross-platform for both standalone and server use, as noted above, ensuring consistent environments without system-level changes. To verify installation, create a simple test file like test.puml with basic content and run java -jar plantuml.jar test.puml; successful output includes generated image files without errors, confirming , , and PlantUML integration. If issues arise, such as missing , error messages will indicate the need for additional setup.

Tool Integrations

PlantUML integrates with various integrated development environments () through dedicated plugins that enable seamless creation and visualization directly within the coding workflow. For , the official extension "PlantUML" by jebbs provides rich support, including live previews of diagrams as users type PlantUML syntax in code comments or dedicated files, allowing for real-time rendering without leaving the editor. In and related IDEs, the "plantuml4idea" plugin facilitates inline rendering of UML diagrams from code comments, with features like code navigation, , and export options to enhance documentation. Similarly, the PlantUML plugin automatically displays diagrams corresponding to PlantUML comments in the editor, accessible via the Window menu, supporting both local and server-based rendering for collaborative development. In documentation platforms, PlantUML embeds via macros and extensions to generate diagrams from textual descriptions within collaborative environments. Atlassian Confluence supports PlantUML through multiple marketplace apps, such as "PlantUML for Confluence," which uses macros to render UML, Ditaa, and other diagram types directly on wiki pages, with options for server-side or cloud-based image generation. For Markdown-based systems, and offer native or extended support for embedding PlantUML diagrams; 's integration converts PlantUML code blocks in snippets, wikis, and repositories into HTML images, while facilitates this through flavored Markdown extensions or actions for diagram rendering in README files and issues. Jupyter notebooks incorporate PlantUML via Markdown cells or extensions like plantuml-markdown, enabling diagram insertion in interactive computational documents for and technical reporting. PlantUML also fits into and (CI/CD) pipelines for automated diagram generation during software builds. In Actions, dedicated actions such as "Generate PlantUML" or "PlantUML Action" process .puml files or Markdown-embedded code upon commits, rendering and committing images back to the repository to keep documentation synchronized with code changes. For Jenkins, integrations involve scripting PlantUML execution in pipeline stages, often using containers to generate diagrams from comments and publish them as build artifacts, ensuring visual artifacts are updated automatically in version-controlled documentation. Content management systems and wikis provide native or plugin-based support for embedding PlantUML code blocks to create dynamic diagrams. extensions like PlantUML allow parsing of diagram syntax in wiki pages, rendering them server-side with for UML visualization in collaborative knowledge bases. DokuWiki's plantuml plugin enables diagram generation using either local installations or remote PlantUML servers, supporting and image caching for efficient wiki editing. Sphinx, a popular documentation generator, integrates PlantUML through the sphinxcontrib-plantuml extension, which processes directives in files to produce diagrams in or PDF outputs, ideal for project technical manuals. Despite these integrations, users often encounter challenges related to version compatibility and dependency configuration. Plugin versions may lag behind the core PlantUML library, leading to parsing errors or unsupported features, as seen in cases where Docker-based setups use outdated versions incompatible with recent PlantUML releases. Troubleshooting paths is common, particularly in extensions and environments, where the 'dot' executable must be added to the system or explicitly configured; failure to do so results in rendering errors, resolvable by verifying installations via tools like testdot.jnlp.

Adoption and Applications

Notable Implementations

PlantUML has been integrated into various open-source projects, particularly for generating architecture diagrams in documentation. For instance, it is commonly used in applications to create visual representations of system architecture and API interactions, facilitating clearer project documentation through text-based diagram generation. Similarly, PlantUML is supported in via dedicated plugins, such as the maven-plantuml-plugin, which automates the creation of UML diagrams during the build process to enrich project reports and sites. In enterprise environments, PlantUML sees adoption for collaborative diagramming, notably through its official integration with Atlassian's platform via the PlantUML for , which enables teams to embed UML and other diagrams directly in pages for and knowledge sharing. This tool supports architecture visualization by allowing text-based descriptions of component interactions, deployment topologies, and service mappings, as demonstrated in various industry examples where it aids in modeling distributed systems without graphical editors. Notable case studies highlight PlantUML's role in practical applications, such as Netflix-inspired microservices designs where sequence diagrams map service interactions, though direct internal use at Netflix remains unconfirmed in public sources. In educational settings, PlantUML is employed in university-level software engineering courses to teach UML modeling, with examples from programs like SE-EDU that use it for generating diagrams in pedagogical materials and student projects. By November 2025, the PlantUML repository demonstrates widespread adoption with over 10,000 stars, reflecting its popularity among developers. It is cited in numerous academic papers for enhancing in research, including studies on UML transformations and visualization tools. Overall, over 500 companies across various sectors utilize PlantUML, underscoring its impact in real-world implementations. Recent analyses indicate a resurgence in UML usage within open-source projects, with PlantUML playing a key role due to its text-based approach, as observed in studies of approximately 13,000 repositories.

Community and Extensions

PlantUML benefits from a vibrant open-source centered around its repository, which has accumulated over 10,000 stars and over 2,700 forks as of November 2025, signaling widespread adoption among developers and diagramming enthusiasts. The repository sees consistent activity through hundreds of open issues and pull requests, where users report bugs, request features, and submit code improvements, ensuring the tool evolves in response to real-world needs. Complementing this, the official PlantUML forum at forum.plantuml.net provides a dedicated space for discussions, troubleshooting, and sharing best practices, while the 'plantuml' tag on features thousands of questions, fostering knowledge exchange across a global user base. Community contributions play a pivotal role in extending PlantUML's capabilities, particularly through user-submitted additions to its . For instance, the AWS icons library, developed and maintained by AWS Labs, integrates official sprites and macros for diagramming components directly in PlantUML syntax. Similarly, the plantuml-stdlib repository hosts community-curated elements for BPMN notations and other domain-specific icons, allowing users to incorporate standardized symbols without custom coding. Translation efforts by volunteers have also broadened accessibility, with the language reference guide and documentation translated into languages such as alongside English, supporting non-English-speaking contributors. Third-party extensions further enrich the PlantUML ecosystem by enhancing usability in various development environments. The official PlantUML extension for , with millions of downloads, enables live previewing, , and theme customization for diagram creation within the IDE. Online tools like the PlantUML Editor provide a browser-based IDE for quick prototyping without local installation. Integrations with markup languages include Asciidoctor extensions that embed PlantUML diagrams seamlessly into documents, and similar support for via Sphinx contrib modules, streamlining documentation workflows. The project sustains engagement through regular resources and events, including annual blog updates on plantuml.com that detail major releases and enhancements, such as the V1.2025 series focusing on bug fixes and new syntax features. User galleries on the official site feature crowdsourced diagram examples, from simple UML sequences to complex visuals, encouraging sharing and inspiration among practitioners. Community growth is evident in the contributor base, which expanded from around 50 active participants in 2015 to over 100 by 2025, driven by inclusive contribution guidelines and automated testing for regressions. A key challenge for the PlantUML maintainers involves preserving with community-created macros and includes, as updates must avoid breaking existing diagrams relied upon in production documentation and codebases. This is addressed through rigorous testing protocols and notices, allowing gradual evolution while honoring the tool's legacy user base.

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