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From a simple chat loop to a full multi-agent system. Each step includes runnable code and design decisions. Source: build-your-own-openclaw.
Build a fully-functional agent that can chat, use tools, learn skills, remember conversations, and access the internet.
Build the simplest possible AI agent — a loop that takes input and returns output.
Give your agent the ability to call functions and interact with the real world.
Extend your agent with SKILL.md files that auto-load domain expertise.
Save conversations to disk so your agent remembers past sessions.
Add /start, /clear, /export commands for direct user control.
Compress conversation history to fit the context window and carry on.
Let your agent browse the web, fetch pages, and search for information.
Refactor to event-driven architecture for scalability and multi-platform support.
Move beyond CLI — expose your agent via events for any interface.
Edit agent config without restarting. Changes apply immediately.
Connect your agent to Telegram, Discord, Slack — talk from your phone.
Programmatic real-time interaction with your agent via WebSocket.
Add scheduled tasks, agent collaboration, and intelligent routing.
Route the right job to the right agent automatically.
Your agent works while you sleep — scheduled autonomous tasks.
Stack system, user, and skill prompts for maximum context.
Your agent proactively messages you when something important happens.
Your agent spawns and coordinates other agents for complex work.
Features for reliability and long-term memory.
Handle multiple agents and requests without race conditions.
Long-term memory that persists and compounds across sessions.
A complete agent with tools, skills, memory, slash commands, and web access.
An event-driven architecture that connects to Telegram, Discord, Slack, and WebSocket.
Autonomous agents that route, dispatch, schedule tasks, and message you back.
Concurrency control and long-term memory for reliable, always-on operation.
Skip the building phase. Get a production-ready multi-agent system with skills, memory, and orchestration out of the box.
Get AI Brain Pro — $97