Key terms and concepts in AI agent hosting, explained clearly.
OpenClaw is the most popular open-source autonomous AI agent framework, with over 180,000 GitHub stars.
An AI agent is software that can autonomously perform tasks, make decisions, and interact with external systems on your behalf.
BYOK (Bring Your Own Keys) is a hosting model where you provide your own LLM API keys while the platform handles infrastructure.
AI agent sandboxing is the practice of running an agent's code execution and browser automation inside an isolated container environment.
RBAC (Role-Based Access Control) is a security model that restricts system access based on the roles assigned to individual users.
Data residency refers to the geographic location where an organization's data is stored and processed.
An AI skills marketplace is a curated repository of plugins and extensions that give AI agents new capabilities.
SSE (Server-Sent Events) is a web standard that enables a server to push real-time updates to a client over a single HTTP connection.
A DPA (Data Processing Agreement) is a legally binding contract between a data controller and a data processor under GDPR.
Model Context Protocol (MCP) is an open standard that lets AI agents connect to external tools and data sources through a unified interface.
AI tool use (function calling) lets language models invoke external tools like browsers, code interpreters, and APIs to take real-world actions.
Retrieval-Augmented Generation combines an LLM with a knowledge retrieval system for accurate answers based on your own documents.
AI agent memory lets autonomous agents retain context across conversations, remember preferences, and learn from past interactions.
Prompt engineering is the practice of crafting instructions for AI models to get better, more reliable outputs.
Agentic AI refers to AI systems that can autonomously plan, decide, and execute multi-step tasks with minimal human intervention.
An LLM proxy sits between your app and LLM providers, handling routing, rate limiting, usage tracking, and key management.
Multi-tenant architecture lets a single platform serve multiple isolated customers, each with their own data and configuration.
AI hallucination occurs when a language model generates confident but factually incorrect or fabricated information.
Fine-tuning is the process of training a pre-trained language model on your specific data to improve domain performance.
A context window is the maximum amount of text a language model can process in a single interaction, measured in tokens.
Token limits define the maximum tokens an LLM can process per request or that a user can consume within a billing period.
Model routing directs AI requests to different language models based on task complexity, cost, speed, or user preferences.
AI guardrails are safety constraints that prevent AI agents from taking harmful, unauthorized, or off-topic actions.
AI orchestration coordinates multiple AI models, tools, and workflows into unified systems for complex multi-step tasks.
An autonomous agent independently plans, decides, and executes tasks over extended periods without constant human supervision.
Human-in-the-loop (HITL) requires human approval or review at critical AI decision points before actions are taken.
AI safety ensures AI systems operate reliably, ethically, and without causing unintended harm to users or society.
A Docker container bundles an application with all its dependencies so it runs consistently in any environment.
A vector database stores and searches high-dimensional embeddings of text and data for AI similarity-based retrieval.
Web scraping extracts structured data from websites automatically for research, monitoring, and data collection.
An API key is a unique identifier used to authenticate requests to an API, controlling access and enabling usage tracking.
An AI agent framework provides infrastructure for building autonomous agents with tool use, memory, and integrations.
Fly Machines are lightweight, fast-booting VMs on Fly.io managed via API, ideal for per-tenant AI agent hosting.
Computer use lets AI agents interact with graphical interfaces -- clicking, typing, scrolling -- just like a human user.
Claude is a family of large language models by Anthropic, known for safety, long context windows, and strong reasoning.
Kimi is a large language model by Moonshot AI, known for cost efficiency and strong multilingual capabilities.
OpenAI is the AI research company behind GPT-4, ChatGPT, and DALL-E, shaping the modern AI landscape.
No infrastructure, no setup, no risks. Managed OpenClaw hosting from $15/mo.