@dustyX_io @openclaw My agent said that the problem is with the new updates, and told me to wait for them to fix it. “Analysis complete. I found the cause of the problem in the release notes. In th
Claude code released remote control. Allows one session to be run per account. Use https://t.co/XX2sgbBS9W and have multiple sessions, access to files on the remote computer with editing capabilities,
OpenClaw's default memory is destroyed by context compaction. Mem0 stores memory externally, surviving compaction and session restarts. Auto-recall injects relevant context every turn.
Daily scanning YouTube for new OpenClaw tutorials and guides.
| Strategy | Savings | How To |
|---|---|---|
| Cheaper model for sub-agents | 40-60% | Set agents.defaults.subagents.model to Haiku |
| Cache-friendly prompt ordering | 20-30% | Static context first, dynamic content last |
| Using variables vs repetition | Up to 82% | Reference values instead of repeating |
OpenClaw agents are stateless between sessions. Context compaction (which summarizes older context to save tokens) can silently destroy MEMORY.md files and learned facts loaded into the conversation window. Your agent forgets everything when restarted or compacted.
Mem0 stores memory externally, outside the context window. Compaction cannot destroy it. Auto-Recall injects relevant memories on every turn, even after full context truncation.
Setup: 30 seconds | Features: Auto-Recall + Auto-Capture | Scopes: Long-term (user) + Short-term (session)
| Feature | Description |
|---|---|
| 🔍 Auto-Recall | Searches Mem0 for relevant memories before every response, injects matching context |
| 💾 Auto-Capture | Automatically extracts and stores new facts after each exchange (no rules to configure) |
| 🧠 Long-term Memory | User-scoped: name, tech stack, project structure, past decisions — persists across all sessions |
| ⏱️ Short-term Memory | Session-scoped: current work, active tasks — doesn't pollute long-term store |
| 🛠️ Memory Tools | memory_search, memory_store, memory_list, memory_get, memory_forget (GDPR-compliant) |
| 🏠 Self-Host Option | Mode: "open-source" — bring your own Ollama, Qdrant, no API key needed |
| Category | Rule |
|---|---|
| Security | Never run OpenClaw on primary computer with personal file access |
| Security | Use Docker isolation, run as non-root |
| Security | Bind to loopback only, access via Tailscale/SSH tunnels |
| Data | Use real APIs only — never mock or simulated data |
| Quality | Verify before declaring done |
| Memory | Document to files, not mental notes |