A multi-channel AI agent fails in subtle ways: duplicate replies on Telegram, dropped final answers on Slack, lost context across reconnects. Here's why outbound delivery breaks and how OpenClaw v2026.5.28 hardens it.
Local embeddings let your AI agent run semantic memory search without sending a token to a cloud API. Here's why they matter, how 's core OpenAI-compatible embedding provider works, and how to wire one up.
Discord voice capture cuts you off mid-sentence? v2026.5.7 ships a 2.5s silence grace by default and a tunable voice.captureSilenceGraceMs for noisy channels. Here is what changed and how to use it.
A practical 2026 guide to sandboxing AI agent code execution on your own hardware. Compares Docker, gVisor, Firecracker microVMs, and ephemeral containers, with a recommended setup for self-hosted agents.
Run OpenClaw in Docker on any VPS, Raspberry Pi, or home server. Includes docker-compose, environment setup, persistent storage, and auto-restart configuration.
Run a fully private AI assistant with zero API costs. This guide shows you how to set up Ollama with OpenClaw for a completely local, privacy-first experience.