OpenClaw v2026.6.10: Fast Mode Overhaul, Reliable Model Routing, and Safer Sessions

OpenClaw v2026.6.10 landed today with a focus on robustness — improving how the agent handles conversational turns, routes between models, and manages session state under load.

Automatic Fast Mode for Talks

The headline feature is automatic fast mode for short conversational turns. OpenClaw can now detect brief talk-style interactions and engage fast mode automatically, then return to normal mode for longer runs. The implementation includes bounded fallback and delivery behavior, so the transition is predictable. Contributors @alexph-dev and @vincentkoc led the work.

More Reliable Model Routing

A significant batch of model routing improvements landed in this release:

  • Zai model synthesis now correctly supplies base URLs and overload classification through the active model catalog
  • GLM overload failover adds a fallback path when GLM models are overloaded
  • Native reasoning-level selection now respects the model’s official catalog rather than inferring from provider hints

Multiple contributors touched these paths (#94461, #93241, #94067, #94136).

Safer Session and Channel State

Two PRs tighten session isolation:

  • Channel switches reset stale origin fields — channel-origin state no longer leaks across session changes (#95328)
  • Cron delivery awareness stays attached to the target session — cron-triggered tasks now correctly route to their intended session context (#93580)

Trusted Policies Survive Hook Composition

A subtle but important fix: composed hook registries now preserve the trusted tool policies required by approval-sensitive flows (#94545, @jesse-merhi). Previously, policy could be silently lost when multiple hooks were combined.

Provider Plugin Onboarding Fix

Installing a new provider plugin now correctly refreshes the registry metadata before auth continuation — preventing the frustrating loop where setup-selected providers weren’t recognized in the same session (#95792, @snowzlmbot).


The release represents 12 merged PRs covering model routing, session management, and security hardening. OpenClaw’s model diversity continues to expand with stronger guarantees around failover and catalog consistency.

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