Explore by field

Model Inference 30

Reusable engines, serving systems, kernels, caches, and utilities executing trained models. Classify the main delivered component first: management utilities, memory mechanisms, or kernels rather than a bundled engine. For complete engines, precedence is production or distributed serving, constrained-device execution, Apple-specific local engines, other hardware-specific local engines, modality-focused engines, then portable local engines. Hardware support or multimodal support alone does not establish specialization. Excludes model artifacts, training tools, agent loops, and end-user authoring applications.

• Embedded Device Inference 1
• Inference Memory and Cache 3
• Local Inference Engines 22
• Model Runtime Tooling 2
• Multimodal Runtime Inference 2

Agent Systems 23

Reusable infrastructure for building and operating AI agents: runtimes, memory, context, tools, skills, coordination, and deployment. Reusable agent memory and general skill catalogs remain here even when coding-focused. Excludes complete end-user assistants, interaction-focused interfaces, coding agents and coding-specific workspaces, orchestration or client extensions, physical robot control, model execution, and security-primary tools.

• Agent Context 5
• Agent Memory 6
• Agent Platforms 2
• Agent Runtimes 1
• Agent Skills 3
• MCP Agent Tools 4
• Multi-Agent Systems 2

Coding Agents 12

Products primarily enabling agent-driven software development, including coding agents, workspaces, orchestration, governance, and extensions. Executable multi-agent delivery belongs under orchestration; methods and governance under workflows. Excludes general agent infrastructure, generic developer tools, security-primary products, and model engines; coding specialization alone does not relocate reusable memory or general skill catalogs.

• Agent Development Environments 1
• Coding Agent CLIs 5
• Coding Agent Extensions 1
• Coding Agent Orchestration 4
• Coding Agent Workflows 1

Developer Tools 11

General software-development tools and programming references, plus conventional engineering, office, and design utilities. This is a residual branch: products whose primary purpose fits any specialized L1 belong there, including databases, automation, language tools, coding agents, model tooling, AI security, and generative media.

• Debugging and Testing 1
• Developer Hardware Drivers 1
• Graphics and CAD Tools 3
• Office and Design Tools 3
• Reverse Engineering 2
• Version Control 1

Model Engineering 10

Tools and methods for model training, offline compression, general evaluation, analysis, provenance, and access routing. Compression-oriented distillation belongs under model-compression-and-quantization; general adaptation under training. Excludes model releases, runtime execution, and security-primary analysis or evaluation, which belong under ai-security.

• Model Access and Routing 4
• Model Evaluation 4
• Model Training and Fine-Tuning 2

AI Security 8

AI security and safety products, including agent, skill, MCP, and model defenses. Safety-measuring benchmarks and harnesses go to ai-safety-evaluation; attack-generation tooling to ai-red-teaming; other skill-package security to skill-security-and-updates; other MCP-specific defense to mcp-security; other enforcement to runtime-and-endpoint-security. Excludes general capability evaluation and compatibility-focused reverse engineering.

• AI Red Teaming 2
• Runtime and Endpoint Security 6

Agent Interfaces 6

Interaction surfaces and browser or desktop control agents whose primary purpose is directing, observing, or executing user-directed interactions. Excludes reusable agent runtimes, complete personal assistants, integrated application workspaces, coding products, and physical robot control.

• Browser Agents 2
• Computer-Use Agents 3
• Multimodal Agent Workspaces 1

Generative Media 6

User-facing applications and authoring workflows for generating, editing, or producing images, video, speech, audio, animation, and virtual characters. Excludes model artifacts under open-models, reusable execution engines under llm-inference, training infrastructure under model-engineering, ordinary players, and complete productivity assistants with incidental avatars.

• Animation and Visualization 1
• Avatars and Virtual Companions 1
• Speech, Audio, and Music 2
• Video Generation and Editing 2

Retrieval and Documents 5

Software that ingests, parses, searches, retrieves, and organizes documents or knowledge for AI applications; long-term conversational memory belongs under Agent Systems › Agent Memory, not here.

• Document and File Search 2
• Knowledge Graphs 1
• RAG Engines 1
• Web ingestion and crawling 1

Open models 4

Publicly released model artifacts, weights, and checkpoints; open does not imply an OSI-approved license. Classify by primary task: embeddings or reranking first, then specialized speech/audio or image/video tasks, then general multimodal models, then text/code language models. Genuinely mixed releases may use this parent. Excludes robot-specific embodied models, reusable execution engines, training tools, and authoring applications.

• Language models 3
• Multimodal models 1

AI Applications 3

Complete personal assistants, professional domain applications, and integrated AI application workspaces. Specialized primary purposes take precedence: coding, media production, language work, retrieval, security, and physical robotics belong in their dedicated L1s. Excludes reusable agent infrastructure and interface-only frontends. Within this branch, a dominant personal or professional purpose takes precedence over workspace packaging.

• Personal AI Applications 2
• Professional AI Applications 1

Embodied AI 2

Models, agents, simulation, telemetry, and control systems primarily for physical robots or embodied interaction. Robot-specific model artifacts belong here rather than open-models. Excludes general media world models without a physical-control purpose, digital-only browser or desktop agents, and generic device bridges.

• Robot Simulation and Telemetry 2

Language Tools 2

Language tools for Korean processing, translation, writing assistance, and human-language learning; excludes programming education (Developer Tools › Programming education and reference).

• Translation and Localization 2

Other 1

Projects or articles whose primary purpose or topic fits no specialized L1. Use only after reviewing every specialized branch; missing evidence requires review rather than automatic assignment here. Excludes all items with a clear specialized fit.