You Could've Invented OpenClaw
8 days ago
- #AI-assistant
- #architecture
- #OpenClaw
- OpenClaw is a persistent AI assistant designed to overcome limitations of traditional chatbots like statelessness, passivity, isolation, and single-channel operation.
- Key features include living in messaging apps, remembering user preferences, running commands, waking up on a schedule, and operating on user hardware.
- The architecture starts with a simple Telegram bot and evolves to include sessions for memory, SOUL.md for personality, tools for actions, and permissions for safety.
- OpenClaw uses a gateway pattern to manage multiple channels (Telegram, Discord, etc.) with shared memory and configurable session scoping.
- Context compaction summarizes old messages to manage token limits, while long-term memory stores information across sessions.
- Command queue ensures thread safety with per-session locks, and heartbeats enable scheduled tasks.
- Multi-agent routing allows different agents (e.g., main assistant and researcher) to collaborate through shared memory.
- Production extensions include semantic snapshots for web browsing, configurable session scoping, plugin architecture for channels, hybrid memory search, and sub-agent spawning.
- The article provides a step-by-step guide to building a similar system, starting with basic components and scaling up.