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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.