AI agent hook policies need to survive plugin composition, retries, and channel handoffs. OpenClaw 2026.6.10 keeps trusted tool policies attached to approval-sensitive flows.
AI agent search tool governance keeps free and local search providers useful without letting hidden defaults shape citations, storage, cost, and operator trust.
Chain-of-thought leakage is a production risk for AI agents. Learn where reasoning traces escape, why channel adapters matter, and how OpenClaw reduces exposure.
AI agent security boundaries in OpenClaw 2026.5.27 separate untrusted prompts, tool execution, network exposure and approvals so agent failures stay contained.