LLM concepts and AI tool concepts
Concept pages explain durable ideas, mechanisms, workflows, architecture patterns, and terminology. Use Entities for named products or features, and Tools for interactive directories or comparison utilities.
Model and API infrastructure
The concept behind programmatic access to language, image, audio, video, and multimodal models.
Grey-market or third-party proxy services that resell, relay, or repackage access to frontier AI models outside the official provider API path.
Agent infrastructure
Recorded sessions of agent prompts, tool calls, observations, outputs, and feedback used to debug, evaluate, and improve AI agents.
The runtime and control layer around an AI agent.
An emerging discipline for designing agent workflows as explicit stateful graphs with inspectable nodes, edges, routing, checkpoints, budgets, and recovery.
A design discipline for helping one agent iteratively act, observe, adjust, and stop when a measurable goal is satisfied.
Coding agents that run on local, self-hosted, or open-weight models instead of depending only on frontier hosted models.
Security practices for reusable agent skills, hooks, subagents, MCP tools, and prompt-loaded automation bundles.
Portable folders of instructions, metadata, scripts, and resources that AI agents can discover and load for specialized tasks.
LLM concepts
A community term for LLMs or fine-tunes that are designed to reduce refusals, loosen alignment behavior, or answer sensitive prompts more readily.
Anthropic research concept describing a privileged internal representation space that appears to make some model information broadly available for verbalized reasoning.
AI tools
A companion-style feature that makes coding agent activity easier to see or personalize.
A tool category for AI-assisted visual design, prototyping, presentations, and design-to-code handoff.
An AI workflow that turns one or more reference images into a 3D asset, mesh, texture set, or production-ready model file.
The gap between AI-generated code that looks complete and production software that has been reviewed for architecture, security, maintainability, and operations.