Support My Work!
austins research
austins research
Discord
  • Preamble
  • About austins research
    • About my tooling
    • austins research services
  • Project Specific Research
    • Feasibility Analysis: Open-Source Discord Bot Platform with No-Code Builder and Advanced Dashboard
    • Automating Discord Server Membership Upon Auth0 Authentication
  • News Research
    • Gemini Report - Shapes Inc Issue
  • Physics Research
    • Page 1
  • Dislang Related Research
    • Dislang Research
    • Assessing the Feasibility of a Dedicated Discord API Programming Language
    • Designing a Domain-Specific Language for Discord API Interaction
  • Gemini Deep Research
    • using UDEV to make a dead man switch
    • SMTP Email Explained
    • AI: Reality or Misinturpritation?
    • Creating a custom Discord Server Widget
    • Cloudflare Pages & Static Blogging
    • Firebase, Supabase, PocketBase Comparison
    • A Comparative Analysis of Large and Small Language Models
    • Building a Privacy-Focused, End-to-End Encrypted Communication Platform: A Technical Blueprint
    • Architecting a Multi-Tenant Managed Redis-Style Database Service on Kubernetes
    • Building an Open-Source DNS Filtering SaaS: A Technical Blueprint
    • Leveraging Automated Analysis, Checks, and AI for C++ to Rust Codebase Migration
    • Constructing Automated Code Translation Systems: Principles, Techniques, and Challenges
    • Universal Webhook Ingestion and JSON Standardization: An Architectural Guide
  • The Investigatory Powers Act 2016: Balancing National Security and Individual Liberties in the Digit
  • The e-Devlet Kapısı Gateway: Breaches, Fallout, and the Erosion of Digital Trust in Turkey
  • Evolving the Discord Ecosystem
Powered by GitBook
LogoLogo

Support Me

  • My Coinbase Link
  • By subscribing to my blog
  • Support Page
  • Apply to join the Community

Stuff About me

  • My Blog
  • my website :)
  • My brain site
  • Privacy Statement
  • Terms of Service

Company Plugging

  • AWFixer Foundation
  • AWFixer Tech
  • AWFixer Development
  • AWFixer Industries
  • AWFixer and Friends
  • AWFixer Shop

© 2025 austin and contributers

On this page
  • 1. Introduction
  • 2. The Discord API: Scope, Complexity, and Evolution
  • 3. Designing a New Programming Language: Fundamental Challenges
  • 4. Implementing a Programming Language: Compilers, Interpreters, and Tooling
  • 5. The Existing Ecosystem: Discord Libraries for General-Purpose Languages
  • 6. Comparative Analysis: Dedicated Language vs. Existing Libraries
  • 7. Overall Difficulty Assessment
  • 8. Conclusion and Recommendations

Was this helpful?

Export as PDF
  1. Dislang Related Research

Assessing the Feasibility of a Dedicated Discord API Programming Language

This information was found and summarized using Gemini Deep Research

1. Introduction

The Discord platform has evolved into a rich ecosystem not just for communication but also for application development, offering extensive APIs for building bots, integrations, and embedded experiences.1 This report addresses the question of the feasibility and difficulty involved in creating a novel programming language designed exclusively for interacting with the Discord API. The hypothetical language aims to encompass the entirety of the API's features, maintain pace with its evolution, and provide the most feature-complete interface possible.

This analysis delves into the scope and complexity of the Discord API itself, the fundamental challenges inherent in designing and implementing any new programming language, and the specific technical hurdles of integrating tightly with Discord's services. It examines the existing landscape of popular Discord libraries built upon general-purpose languages and compares the potential benefits and significant drawbacks of a dedicated language approach versus the established library-based model. The objective is to provide a comprehensive assessment of the technical complexity, resource requirements, maintenance overhead, and overall practicality of undertaking such a project.

2. The Discord API: Scope, Complexity, and Evolution

A foundational understanding of the Discord API is crucial before contemplating a language built solely upon it. The API is not a single entity but a collection of interfaces enabling diverse interactions.

  • Core Components:

    • REST API: Provides standard HTTP endpoints for actions like fetching user data, managing guilds (servers), sending messages, creating/managing channels, handling application commands, and interacting with user profiles.2 It forms the basis for request-response interactions.

    • WebSocket Gateway: Enables real-time communication. Clients maintain persistent WebSocket connections to receive live events pushed from Discord, such as message creation/updates/deletions, user presence changes, voice state updates, guild member changes, interaction events (commands, components), and much more.5 This is essential for responsive bots.

    • SDKs (Social, Embedded App, Game): Offer specialized interfaces for deeper integration, particularly for games and Activities running within Discord, handling features like rich presence, voice chat integration, and in-app purchases.1

  • Feature Breadth: The API covers a vast range of Discord functionalities, including user management, guild administration, channel operations, message handling, application commands (slash, user, message), interactive components (buttons, select menus), modals, threads, voice channel management, activities, monetization features (subscriptions, IAPs), role connections, and audit logs.1 A dedicated language would need native constructs for all these diverse features.

  • Complexity Factors:

    • Real-time Events (Gateway): Managing the WebSocket connection lifecycle (identification, heartbeating, resuming after disconnects, handling various dispatch events) is complex and requires careful state management.6 The sheer volume and variety of events necessitate robust event handling logic.6

    • Authentication: Supports multiple methods, primarily Bot Tokens for server-side actions and OAuth2 for user-authenticated actions, requiring different handling flows.7

    • Rate Limits: Discord imposes strict rate limits on API requests (both REST and Gateway actions) to prevent abuse. Applications must meticulously track these limits (often provided via response headers), implement backoff strategies (like exponential backoff), and potentially queue requests to avoid hitting 429 errors.19 This requires sophisticated internal logic.

    • Permissions (Intents & Scopes): Access to certain data and events (especially sensitive ones like message content or presence) requires explicitly declaring Gateway Intents during connection and requesting appropriate OAuth2 scopes.3 The language would need to manage these declarations.

    • Data Handling: API interactions primarily use JSON for data exchange. Efficient serialization and deserialization of complex, often nested, JSON structures into the language's native types is essential.2

    • Sharding: For bots operating on a large number of guilds (typically over 2,500), the Gateway connection needs to be sharded (split across multiple connections), adding another layer of infrastructure complexity.6

  • API Evolution and Versioning:

    • Frequency: The Discord API is actively developed, with new features, changes, and potentially breaking changes introduced regularly. Changelogs for libraries like Discord.Net demonstrate this constant flux.26 Discord reviews potential breaking changes quarterly and may introduce new API versions.22

    • Versioning Strategy: Discord uses explicit API versioning in the URL path (e.g., /api/v10/). They define clear states: Available, Default, Deprecated, and Decommissioned.22 Unversioned requests route to the default version.22

    • Deprecation Policy: Discord aims for a minimum 1-year deprecation period for API versions before decommissioning, often involving phased blackouts to encourage migration.22

    • Handling Changes: Major changes, like the introduction of Message Content Intents, involve opt-in periods and clear communication, but require significant adaptation from developers.22

The sheer breadth, real-time nature, and constant evolution of the Discord API present a formidable target for any integration effort. Building a programming language that natively and comprehensively models this entire, shifting landscape implies embedding this complexity directly into the language's core design and implementation, a significantly greater challenge than creating a wrapper library. The language itself would need mechanisms to handle asynchronous events, manage persistent connections, enforce rate limits, understand Discord's permission model, and adapt its own structure or standard library whenever the API changes.

3. Designing a New Programming Language: Fundamental Challenges

Creating any new programming language, irrespective of its domain, is a complex, multi-faceted endeavor requiring deep expertise in computer science theory and practical software engineering. Key steps and considerations include:

  • Defining Purpose and Scope: Clearly articulating what problems the language solves, its target audience, and its core design philosophy is paramount.31 For a Discord-specific language, the purpose is clear, but defining the right level of abstraction and the desired "feel" of the language remains a significant design challenge.

  • Syntax Design: Defining the language's grammar – the rules for how valid programs are written using keywords, symbols, and structure.31 This involves choosing textual or graphical forms, defining lexical rules (how characters form tokens), and grammatical rules (how tokens form statements and expressions). Good syntax aims for clarity, readability, and lack of ambiguity, but achieving this is notoriously difficult.39 A Discord language might aim for syntax reflecting API actions, but tightly coupling syntax to an external API is risky.

  • Semantics Definition: Specifying the meaning of syntactically correct programs – what computations they perform.31 This includes defining the behavior of operators, control flow statements (loops, conditionals), function calls, and how program state changes. Formal semantics (using mathematical notations) or operational semantics (defining execution on an abstract machine) are often used for precision. For a Discord language, semantics must precisely model API interactions, state changes within Discord, and error conditions.

  • Type System Design: Defining the rules that govern data types, ensuring program safety and correctness by preventing unintended operations (e.g., adding a string to an integer).31 Decisions involve static vs. dynamic typing, type inference, polymorphism, and defining built-in types. A Discord language would need types representing API objects (Users, Guilds, Channels, Messages, Embeds, etc.) and potentially complex interaction states. Designing a robust and ergonomic type system is a major undertaking.40

  • Core Library Design: Developing the standard library providing essential built-in functions and data structures (e.g., for collections, I/O, string manipulation).31 For a Discord language, this "core library" would essentially be the Discord API interface, requiring comprehensive coverage and constant updates.

  • Design Principles: Adhering to principles like simplicity, security, readability, efficiency, orthogonality (features don't overlap unnecessarily), composability (features work well together), and consistency enhances language quality but involves difficult trade-offs.31 Balancing these with the specific needs of Discord interaction adds complexity. For instance, Hoare's emphasis on simplicity and security 39 might conflict with the need to expose every intricate detail of the Discord API.

Designing a language is not merely about defining features but about creating a coherent, usable, and maintainable system. It requires careful consideration of human factors, potential for future evolution, and the intricate interplay between syntax, semantics, and the type system.31

4. Implementing a Programming Language: Compilers, Interpreters, and Tooling

Once designed, a language must be implemented to be usable. This typically involves creating a compiler or an interpreter, along with essential development tools.

  • Compiler vs. Interpreter:

    • Interpreter: Reads the source code and executes it directly, often line-by-line or statement-by-statement. Easier to build initially, often better for rapid development and scripting.32 Examples include classic Python or BASIC interpreters.

    • Compiler: Translates the entire source code into a lower-level representation (like machine code or bytecode for a virtual machine) before execution. Generally produces faster-running programs but adds a compilation step.32 Examples include C++, Go, or Java (which compiles to JVM bytecode).

    • Hybrid Approaches: Many modern languages use a mix, like compiling to bytecode which is then interpreted or further compiled Just-In-Time (JIT).40

    • A Discord language implementation would need to decide on this fundamental approach, impacting performance and development workflow. Given the real-time, event-driven nature, an efficient implementation (likely compiled or JIT-compiled) would be desirable.

  • Implementation Stages (Typical Compiler):

    • Lexical Analysis (Lexing/Scanning): Breaking the raw source text into a stream of tokens (keywords, identifiers, operators, literals).44

    • Syntax Analysis (Parsing): Analyzing the token stream to check if it conforms to the language's grammar rules, typically building an Abstract Syntax Tree (AST) representing the program's structure.35

    • Semantic Analysis: Checking the AST for semantic correctness (e.g., type checking, ensuring variables are declared before use, verifying function call arguments) using information often stored in a symbol table.35 This phase enforces the language's meaning rules.

    • Intermediate Representation (IR) Generation: Translating the AST into a lower-level, platform-independent intermediate code (like LLVM IR or three-address code).44

    • Optimization: Performing various transformations on the IR to improve performance (speed, memory usage) without changing the program's meaning.44

    • Code Generation: Translating the optimized IR into the target machine code or assembly language.44

  • Required Expertise: Compiler/interpreter development requires specialized knowledge in areas like formal languages, automata theory, parsing techniques (LL, LR), type theory, optimization algorithms, and potentially target machine architecture.45

  • Tooling: Beyond the compiler/interpreter itself, a usable language needs a surrounding ecosystem:

    • Build Tools: To manage compilation and dependencies.

    • Package Manager: To handle libraries and versions.

    • Debugger: Essential for finding and fixing errors in programs written in the language.

    • IDE Support: Syntax highlighting, code completion, error checking within popular editors.

    • Linters/Formatters: Tools to enforce coding standards and style.

    • Lexer/Parser Generators: Tools like ANTLR, Lex/Flex, Yacc/Bison can automate parts of the lexing and parsing stages based on grammar definitions, reducing manual effort but adding their own learning curve and constraints.45

    • Code Generation Frameworks: Frameworks like LLVM provide reusable infrastructure for optimization and code generation targeting multiple architectures, simplifying the backend development but requiring expertise in the framework itself.51

Implementing a language is a significant software engineering project. For a Discord-specific language, the implementation would be uniquely challenging. It wouldn't just compile abstract logic; it would need to directly embed the complex logic for handling asynchronous WebSocket events, managing rate limits, serializing/deserializing API-specific JSON, handling authentication flows, and potentially managing sharding, all within the compiler/interpreter and its runtime system. This goes far beyond the scope of typical language implementations. Furthermore, building the necessary tooling from scratch represents a massive, parallel effort without which the language would be impractical for developers.54

5. The Existing Ecosystem: Discord Libraries for General-Purpose Languages

Instead of creating bespoke languages, the established and overwhelmingly common approach to interacting with the Discord API is to use libraries or SDKs built for existing, general-purpose programming languages.

  • Prevalence: A rich ecosystem of libraries exists for nearly every popular programming language, demonstrating this model's success and developer preference.56

  • Prominent Examples:

    • Python: discord.py is a widely used, asynchronous library known for its Pythonic design, ease of use, built-in command framework, and features like rate limit handling and Gateway Intents management.57

    • JavaScript/TypeScript: discord.js is arguably the most popular library, offering powerful features, extensive documentation and community support, and strong TypeScript integration for type safety.56

    • Java: Several options exist, including JDA (event-driven, flexible RestActions, caching) 56, Javacord (noted for simplicity and good documentation) 56, and Discord4J.56 These integrate well with Java's ecosystem and build tools like Maven/Gradle.61

    • C#: Discord.Net is a mature, asynchronous library for the.NET ecosystem, offering modular components (Core, REST, WebSocket, Commands, Interactions) installable via NuGet.56

    • Other Languages: Libraries are readily available for Go (DiscordGo), Ruby (discordrb), Rust (Serenity, discord-rs), PHP (RestCord, DiscordPHP), Swift (Sword), Lua (Discordia), Haskell (discord-hs), and more.56

  • How Libraries Abstract API Complexity: These libraries serve as crucial abstraction layers, shielding developers from the raw complexities of the Discord API:

    • Encapsulation: They wrap low-level HTTP requests and WebSocket messages into high-level, object-oriented constructs that mirror Discord concepts (e.g., Guild, Channel, Message objects with methods like message.reply(), guild.create_role()).57

    • WebSocket Management: Libraries handle the complexities of establishing and maintaining the Gateway connection, including the initial handshake (Identify), sending periodic heartbeats, and attempting to resume sessions after disconnections.14

    • Rate Limit Handling: Most mature libraries automatically detect rate limit responses (HTTP 429) from Discord, respect the Retry-After header, and pause/retry requests accordingly, preventing developers from needing to implement this complex logic manually.19

    • Event Handling: They provide idiomatic ways to listen for and react to Gateway events using the target language's conventions (e.g., decorators in Python, event emitters in JavaScript, event handlers in C#/Java).14

    • Data Mapping: Incoming JSON data from the API is automatically deserialized into native language objects, structs, or classes, making data access intuitive.23

    • Caching: Many libraries offer optional caching strategies (e.g., for users, members, messages) to improve performance and minimize redundant API calls, reducing the likelihood of hitting rate limits.19

  • Handling API Updates and Versioning:

    • Library Updates: The responsibility of tracking Discord API changes (new endpoints, modified event structures, deprecations) falls primarily on the library maintainers. They update the library code and release new versions.26

    • Versioning: Libraries typically adopt semantic versioning.65 Breaking changes in the Discord API that necessitate changes in the library's interface often result in a major version bump (e.g., v1.x to v2.x). Developers using the library update their dependency to access new features or adapt to breaking changes.

    • Adaptation Layer: Libraries act as an effective adaptation layer. When Discord introduces a breaking change 22, the library absorbs the direct impact. Developers using the library might need to update their application code to match the library's new version/interface, but the underlying programming language remains stable and unchanged.65 This isolates applications from the full volatility of the external API. Some libraries might internally target specific Discord API versions or allow configuration, similar to practices seen in other API ecosystems.66

  • Development Experience:

    • Leveraging Language Ecosystem: Developers can utilize the full power of their chosen language, including its standard library, vast array of third-party packages (for databases, web frameworks, image processing, etc.), mature tooling (debuggers, IDEs, linters, profilers), established testing frameworks, and package managers (pip, npm, Maven, NuGet).58

    • Community Support: Developers benefit from the large, active communities surrounding both the general-purpose language and the specific Discord library, finding help through forums, official Discord servers, GitHub issues, and extensive online resources.57

    • Learning Curve: The primary learning curve involves understanding Discord's concepts and the specific library's API, rather than mastering an entirely new and potentially idiosyncratic programming language.

The library-based approach effectively distributes the significant effort required to track and adapt to the Discord API's evolution across multiple independent maintainer teams.26 Each team focuses on bridging the gap between the Discord API and one specific language environment. This distributed model is inherently more scalable and resilient than concentrating the entire burden—language design, implementation, tooling, and constant API synchronization—onto a single team building a dedicated language. Furthermore, the ability to leverage the immense investment already made in mature programming languages and their ecosystems provides a massive, almost insurmountable advantage in terms of tooling, available libraries for other tasks, and developer knowledge pools.58 A dedicated language would start with none of these advantages, forcing developers to either build necessary components from scratch or rely on complex and often fragile foreign function interfaces (FFIs).

6. Comparative Analysis: Dedicated Language vs. Existing Libraries

Evaluating the user's proposal requires a direct comparison between the hypothetical dedicated Discord language and the established approach of using libraries within general-purpose languages.

  • Potential Benefits of a Dedicated Language (Theoretical):

    • Domain-Specific Syntax: The language could theoretically offer syntax perfectly tailored to Discord actions, potentially making simple bot scripts very concise (e.g., on message_create reply "Hi!"). However, designing truly ergonomic and intuitive syntax is exceptionally difficult 39, and tight coupling to the API might lead to awkward constructs for complex interactions or as the API evolves.

    • Built-in Abstractions: Core API concepts could be first-class language features, potentially reducing some boilerplate compared to library setup. Yet, designing these abstractions correctly and maintaining them against API changes is a core challenge, as discussed previously.

    • Potential Performance: A custom compiler could theoretically generate highly optimized code for Discord interaction patterns. In practice, achieving performance superior to mature, heavily optimized compilers/JITs (like V8, JVM, CLR) combined with well-written libraries is highly unlikely, especially given that most Discord bot operations are network-bound, making raw execution speed less critical than efficient I/O and rate limit handling.

  • Drawbacks of a Dedicated Language (Practical):

    • Monumental Development Effort: The combined effort of designing, implementing, and tooling a new language plus embedding deep, constantly updated knowledge of the entire Discord API is orders of magnitude greater than developing or using a library.32

    • Unsustainable Maintenance Burden: The core impracticality lies here. The language itself—its syntax, semantics, compiler/interpreter, and core libraries—would need constant, rapid updates to mirror every Discord API change, addition, and deprecation.22 This reactive maintenance cycle is likely impossible to sustain effectively, leading to a language that is perpetually lagging or broken.

    • Lack of Ecosystem: Developers would have no access to existing third-party libraries for common tasks (databases, web frameworks, image manipulation, data science, etc.), no mature debuggers, IDE support, testing frameworks, or established community knowledge base. This isolation drastically increases development time and limits application capabilities.

    • Limited Flexibility: The language would be inherently single-purpose, making it difficult or impossible to integrate Discord functionality into larger applications or systems that interact with other services, databases, or user interfaces without resorting to complex and inefficient workarounds like FFIs.

    • High Risk of Failure/Obsolescence: The project faces an extremely high risk of failure due to the sheer technical complexity and maintenance load. Even if initially successful, a significant Discord API overhaul could render the language's core design obsolete.

    • Steep Learning Curve: Every potential developer would need to learn an entirely new, non-standard, and likely undocumented language from scratch.

  • Benefits of Using Libraries:

    • Drastically Lower Development Effort: Developers leverage decades of work invested in mature languages and their tooling, focusing effort on application logic rather than language infrastructure.57

    • Managed Maintenance: The burden of adapting to API changes is distributed across library maintainer teams. Developers manage updates via standard dependency management.26

    • Rich Ecosystem: Unfettered access to the vast ecosystems of libraries, frameworks, tools, and communities associated with languages like Python, JavaScript, Java, and C# enables building complex, feature-rich applications efficiently.

    • Flexibility and Integration: Discord functionality can be seamlessly integrated as one component within larger, multi-purpose applications.

    • Maturity and Stability: Benefit from the stability, performance optimizations, and extensive bug fixing of mature languages and popular libraries.26

    • Lower Risk: Utilizes a proven, widely adopted, and well-supported development model.

    • Familiarity: Developers can work in languages they already know, reducing training time and increasing productivity.

  • Drawbacks of Using Libraries:

    • Potential Boilerplate: Some initial setup code might be required compared to a hypothetical, perfectly streamlined DSL.

    • Abstraction Imperfections: Library abstractions might occasionally be "leaky" or not perfectly align with every niche API behavior, sometimes requiring developers to interact with lower-level aspects or await library updates.

    • Dependency Management: Introduces the standard software development practice of managing external dependencies and their updates.

Comparative Assessment:

Aspect

Dedicated Discord Language

Existing Language + Library

Justification

Initial Development Effort

Extremely High

Low

Language design, implementation, tooling vs. using existing infrastructure.57

Ongoing Maintenance Effort

Extremely High (Unsustainable)

Medium (Managed by Library Maintainers)

Adapting entire language vs. adapting a library; constant API sync burden.22

Technical Expertise Required

Very High (Language Design, Compilers, API)

Medium (Language Proficiency, Library API)

Specialized skills needed for language creation vs. standard application development skills.45

Performance Potential

Low (Likely inferior to optimized libraries)

High (Leverages mature runtimes/compilers)

Network-bound nature; difficulty surpassing optimized existing tech; lack of optimization focus vs. mature library/runtime optimizations.

Ecosystem Access

None

Very High

No existing tools/libraries vs. vast ecosystems of Python, JS, Java, C#, etc..58

Flexibility/Integration

Very Low (Discord only)

Very High

Single-purpose vs. integration into larger, multi-service applications.

Community Support

None

Very High

No user base/forums vs. large language + library communities.57

Risk of Obsolescence

Very High

Low

Tightly coupled to API vs. adaptable library layer; API changes can break the language core.22

Ease of Use (Target User)

Low (Requires learning new language)

High (Uses familiar languages/paradigms)

Steep learning curve vs. learning a library API.

The comparison overwhelmingly favors the use of existing languages and libraries. The theoretical advantages of a dedicated language are dwarfed by the immense practical challenges, costs, and risks associated with its creation and, crucially, its ongoing maintenance in the face of a dynamic external API.

7. Overall Difficulty Assessment

Synthesizing the analysis of the Discord API's complexity, the inherent challenges of language design and implementation, and the comparison with the existing library ecosystem leads to a clear assessment of the difficulty involved in creating and maintaining a dedicated Discord API programming language:

  • Technical Complexity: Extremely High. The project requires mastering two distinct and highly complex domains: programming language design/implementation 32 and deep, real-time integration with the large, multifaceted, and constantly evolving Discord API.6 The language implementation itself would need to natively handle asynchronous operations, WebSocket state management, rate limiting, JSON processing, authentication, and permissions in a way that perfectly mirrors Discord's current and future behavior.

  • Resource Requirements: Very High. Successful initial development would necessitate a dedicated team of highly specialized engineers (experts in language design, compiler/interpreter construction, API integration, potentially network programming, and security) working over a significant period (likely years).

  • Maintenance Overhead: Extremely High and Fundamentally Unsustainable. This is the most critical factor. The language's core definition and implementation would be directly tied to the Discord API specification. Every API update, feature addition, or breaking change 22 would necessitate corresponding changes potentially impacting the language's syntax, semantics, type system, standard library, and compiler/interpreter. Keeping the language perfectly synchronized and feature-complete would require constant, intensive monitoring and development effort, far exceeding the resources typically allocated even to popular general-purpose languages or libraries. This constant churn makes long-term stability and usability highly improbable. The distributed maintenance effort inherent in the library model 56 is a far more practical approach to handling such a dynamic target.

Feasibility and Practicality: While technically conceivable given unlimited resources and world-class expertise, the creation and successful long-term maintenance of a programming language dedicated solely to the Discord API is practically infeasible for almost any realistic scenario. The sheer difficulty, cost, and fragility associated with the maintenance burden make it an impractical endeavor. The end product would likely be perpetually outdated, less reliable, less performant, and significantly harder to use than applications built using existing libraries, while offering minimal tangible benefits.

8. Conclusion and Recommendations

This analysis sought to determine the difficulty of creating and maintaining a new programming language designed exclusively for the Discord API, aiming for complete feature coverage and synchronization with API updates.

The findings indicate that the Discord API presents a complex, feature-rich, and rapidly evolving target, encompassing REST endpoints, a real-time WebSocket Gateway, and specialized SDKs.1 Simultaneously, designing and implementing a new programming language is a fundamentally challenging task requiring significant expertise in syntax, semantics, type systems, compilers/interpreters, and tooling.31

Combining these challenges by creating a language intrinsically tied to the Discord API introduces an exceptional level of difficulty. The core issue lies in the unsustainable maintenance burden required to keep the language's definition and implementation perfectly synchronized with Discord's frequent updates and potential breaking changes.22 This tight coupling makes the language inherently fragile and necessitates a development and maintenance effort far exceeding that of typical software projects or even standard library development. Furthermore, such a language would lack the vast ecosystem of tools, libraries, and community support available for established general-purpose languages.58

In direct answer to the query: creating and successfully maintaining such a specialized programming language would be exceptionally hard. The required investment in highly specialized expertise, development time, and ongoing maintenance resources would be immense, with a very high probability of the project becoming rapidly obsolete or perpetually lagging behind the official API.

Recommendation: It is strongly recommended against attempting to create a dedicated programming language for the Discord API. The costs, complexities, and risks associated with such an undertaking vastly outweigh any potential, largely theoretical, benefits.

The recommended and standard approach is to leverage existing, mature general-purpose programming languages (such as Python, JavaScript/TypeScript, Java, C#, Go, Rust, etc.) in conjunction with the well-maintained, community-supported Discord API libraries available for them (e.g., discord.py, discord.js, JDA, Discord.Net).57 This established model offers:

  • Significantly lower development effort and cost.

  • A practical and distributed maintenance strategy via library updates.65

  • Access to rich language ecosystems and tooling.

  • Greater flexibility for integration with other systems.

  • Robust community support and stability.

  • Lower overall risk.

While the concept of a domain-specific language perfectly tailored to an API might seem appealing, the practical realities of software development, API evolution, and ecosystem benefits make the library-based approach the overwhelmingly superior and rational choice for interacting with the Discord API.

Works cited

PreviousDislang ResearchNextDesigning a Domain-Specific Language for Discord API Interaction

Last updated 1 month ago

Was this helpful?

Intro | Documentation | Discord Developer Portal, accessed April 16, 2025,

Users Resource | Documentation | Discord Developer Portal, accessed April 16, 2025,

Application Commands | Documentation | Discord Developer Portal, accessed April 16, 2025,

Discord REST API | Documentation | Postman API Network, accessed April 16, 2025,

Gateway | Documentation | Discord Developer Portal, accessed April 16, 2025,

Gateway Events | Documentation | Discord Developer Portal, accessed April 16, 2025,

Discord API Guide, accessed April 16, 2025,

discord-api-docs-1/docs/topics/GATEWAY.md at master - GitHub, accessed April 16, 2025,

Overview of Events | Documentation | Discord Developer Portal, accessed April 16, 2025,

Websocket connections and real-time updates - Comprehensive Guide to Discord Bot Development with discord.py | StudyRaid, accessed April 16, 2025,

Interactions | Documentation | Discord Developer Portal, accessed April 16, 2025,

Overview of Interactions | Documentation | Discord Developer Portal, accessed April 16, 2025,

How to Manage WebSocket Connections With Your Ethereum Node Endpoint - QuickNode, accessed April 16, 2025,

Managing Connections | Discord.Net Documentation, accessed April 16, 2025,

Building your first Discord app | Documentation | Discord Developer Portal, accessed April 16, 2025,

Discord Bot Token Authentication Methods | Restackio, accessed April 16, 2025,

Discord Social SDK: Authentication, accessed April 16, 2025,

Using with Discord APIs | Discord Social SDK Development Guides | Documentation, accessed April 16, 2025,

Minimizing API calls and rate limit management - Comprehensive Guide to Discord Bot Development with discord.py | StudyRaid, accessed April 16, 2025,

Handling API rate limits - Comprehensive Guide to Discord Bot Development with discord.py, accessed April 16, 2025,

10 Best Practices for API Rate Limiting in 2025 | Zuplo Blog, accessed April 16, 2025,

API versioning + API v10 · discord discord-api-docs · Discussion #4510 - GitHub, accessed April 16, 2025,

Formatting - [Data] Convert JSON to String with Pipedream Utils API on New Command Received (Instant) from Discord API, accessed April 16, 2025,

Parsing and serializing JSON - Deno Docs, accessed April 16, 2025,

Kotlin Klaxon for JSON Serialization and Deserialization - DhiWise, accessed April 16, 2025,

Changelog | Discord.Net Documentation, accessed April 16, 2025,

API Reference | Documentation | Discord Developer Portal, accessed April 16, 2025,

API Versioning: A Field Guide to Breaking Things (Without Breaking Trust) - ThatAPICompany, accessed April 16, 2025,

API Versioning Best Practices 2024 - Optiblack, accessed April 16, 2025,

API versions & deprecations update · discord discord-api-docs · Discussion #4657 - GitHub, accessed April 16, 2025,

Create Programming Language: Design Principles - Daily.dev, accessed April 16, 2025,

Programming language design and implementation - Wikipedia, accessed April 16, 2025,

en.wikipedia.org, accessed April 16, 2025,

Programming language - Wikipedia, accessed April 16, 2025,

What is the difference between syntax and semantics in programming languages?, accessed April 16, 2025,

Chapter 3 – Describing Syntax and Semantics, accessed April 16, 2025,

Unraveling the Core Components of Programming Languages - Onyx Government Services, accessed April 16, 2025,

What are Syntax and Semantics - DEV Community, accessed April 16, 2025,

www.cs.yale.edu, accessed April 16, 2025,

Crafting Interpreters and Compiler Design : r/ProgrammingLanguages - Reddit, accessed April 16, 2025,

Programming Languages and Design Principles - GitHub Pages, accessed April 16, 2025,

Best Practices of Designing a Programming Language? : r/ProgrammingLanguages - Reddit, accessed April 16, 2025,

Principles of Software Design | GeeksforGeeks, accessed April 16, 2025,

Introduction of Compiler Design - GeeksforGeeks, accessed April 16, 2025,

Compiler Design Tutorial - Tutorialspoint, accessed April 16, 2025,

Ask HN: How to learn to write a compiler and interpreter? - Hacker News, accessed April 16, 2025,

Let's Build A Simple Interpreter. Part 1. - Ruslan's Blog, accessed April 16, 2025,

Let's Build A Simple Interpreter. Part 3. - Ruslan's Blog, accessed April 16, 2025,

Building my own Interpreter: Part 1 - DEV Community, accessed April 16, 2025,

Compiler Design Tutorial | GeeksforGeeks, accessed April 16, 2025,

A tutorial on how to write a compiler using LLVM - Strumenta - Federico Tomassetti, accessed April 16, 2025,

Programming Language with LLVM [1/20] Introduction to LLVM IR and tools - YouTube, accessed April 16, 2025,

ANTLR - Wikipedia, accessed April 16, 2025,

Introduction · Crafting Interpreters, accessed April 16, 2025,

ANTLR, accessed April 16, 2025,

Libraries | Unofficial Discord API, accessed April 16, 2025,

Welcome to discord.py, accessed April 16, 2025,

Introduction - Discord.py, accessed April 16, 2025,

discord.js - GitHub, accessed April 16, 2025,

discord-jda/JDA: Java wrapper for the popular chat & VOIP service - GitHub, accessed April 16, 2025,

Discord API : r/learnjava - Reddit, accessed April 16, 2025,

Home | Discord.Net Documentation, accessed April 16, 2025,

discord-net/Discord.Net: An unofficial .Net wrapper for the Discord API (https://discord.com/) - GitHub, accessed April 16, 2025,

Discord.Net.Core 3.17.2 - NuGet, accessed April 16, 2025,

Version Guarantees - Discord.py, accessed April 16, 2025,

API versioning and changelog - Docs - Plaid, accessed April 16, 2025,

https://discord.com/developers/docs
https://discord.com/developers/docs/resources/user
https://discord.com/developers/docs/interactions/application-commands
https://www.postman.com/discord-api/discord-api/documentation/0d7xls9/discord-rest-api
https://discord.com/developers/docs/events/gateway
https://discord.com/developers/docs/events/gateway-events
https://docs.apitester.org/guides/discord-api-guide
https://github.com/meew0/discord-api-docs-1/blob/master/docs/topics/GATEWAY.md
https://discord.com/developers/docs/events/overview
https://app.studyraid.com/en/read/7183/176830/websocket-connections-and-real-time-updates
https://discord.com/developers/docs/interactions/receiving-and-responding
https://discord.com/developers/docs/interactions/overview
https://www.quicknode.com/guides/infrastructure/how-to-manage-websocket-connections-on-ethereum-node-endpoint
https://docs.discordnet.dev/guides/concepts/connections.html
https://discord.com/developers/docs/quick-start/getting-started
https://www.restack.io/p/creating-custom-discord-bots-answer-token-authentication-cat-ai
https://discord.com/developers/docs/social-sdk/authentication.html
https://discord.com/developers/docs/discord-social-sdk/development-guides/using-with-discord-apis
https://app.studyraid.com/en/read/7183/176833/minimizing-api-calls-and-rate-limit-management
https://app.studyraid.com/en/read/7183/176829/handling-api-rate-limits
https://zuplo.com/blog/2025/01/06/10-best-practices-for-api-rate-limiting-in-2025
https://github.com/discord/discord-api-docs/discussions/4510
https://pipedream.com/integrations/formatting-data-convert-json-to-string-with-pipedream-utils-api-on-new-command-received-instant-from-discord-api-int_g2sy5eY4
https://docs.deno.com/examples/parsing_serializing_json/
https://www.dhiwise.com/post/kotlin-klaxon-for-json-serialization-and-deserialization
https://docs.discordnet.dev/CHANGELOG.html
https://discord.com/developers/docs/reference
https://thatapicompany.com/api-versioning-a-field-guide-to-breaking-things-without-breaking-trust/
https://optiblack.com/insights/api-versioning-best-practices-2024
https://github.com/discord/discord-api-docs/discussions/4657
https://daily.dev/blog/create-programming-language-design-principles
https://en.wikipedia.org/wiki/Programming_language_design_and_implementation
https://en.wikipedia.org/wiki/Programming_language#:~:text=A%20programming%20language%20is%20a,and%20mechanisms%20for%20error%20handling.
https://en.wikipedia.org/wiki/Programming_language
https://stackoverflow.com/questions/17930267/what-is-the-difference-between-syntax-and-semantics-in-programming-languages
https://www.utdallas.edu/~cid021000/CS-4337_13F/slides/CS-4337_03_Chapter3.pdf
https://www.onyxgs.com/blog/unraveling-core-components-programming-languages
https://dev.to/m__mdy__m/what-are-syntax-and-semantics-1p3e
https://www.cs.yale.edu/flint/cs428/doc/HintsPL.pdf
https://www.reddit.com/r/ProgrammingLanguages/comments/tvwghd/crafting_interpreters_and_compiler_design/
http://stg-tud.github.io/sedc/Lecture/ws13-14/2-PL-Design-Style.html
https://www.reddit.com/r/ProgrammingLanguages/comments/10n6f8i/best_practices_of_designing_a_programming_language/
https://www.geeksforgeeks.org/principles-of-software-design/
https://www.geeksforgeeks.org/introduction-of-compiler-design/
https://www.tutorialspoint.com/compiler_design/index.htm
https://news.ycombinator.com/item?id=18988994
https://ruslanspivak.com/lsbasi-part1/
https://ruslanspivak.com/lsbasi-part3/
https://dev.to/brainbuzzer/building-my-own-interpreter-part-1-1m5d
https://www.geeksforgeeks.org/compiler-design-tutorials/
https://tomassetti.me/a-tutorial-on-how-to-write-a-compiler-using-llvm/
https://m.youtube.com/watch?v=Lvc8qx8ukOI&pp=ygUQI2NsYmRhbnZ1YmFjbGFuZw%3D%3D
https://en.wikipedia.org/wiki/ANTLR
https://craftinginterpreters.com/introduction.html
https://www.antlr.org/
https://discordapi.com/unofficial/libs.html
https://discordpy.readthedocs.io/
https://discordpy.readthedocs.io/en/stable/intro.html
https://github.com/discordjs
https://github.com/discord-jda/JDA
https://www.reddit.com/r/learnjava/comments/cn306g/discord_api/
https://docs.discordnet.dev/
https://github.com/discord-net/Discord.Net
https://www.nuget.org/packages/Discord.Net.Core/
https://discordpy.readthedocs.io/en/latest/version_guarantees.html
https://plaid.com/docs/api/versioning/