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OpenClaw v2026.4.29: Active-Run Steering, Native Group Chat Agent, Memory System Overhaul

OpenClaw v2026.4.29: Active-Run Steering, Native Group Chat Agent, Memory System Overhaul

OpenClaw v2026.4.29 was officially released on April 30, 2026. This is not a routine bug fix — it’s a fundamental transformation of the AI Gateway core experience, with major upgrades to messaging, memory, and model support.

Core Updates

1. Active-Run Steering: Native Group Chat Agent Experience

Previously, using OpenClaw in group chats meant the agent often fell into the “should I reply?” dilemma — either over-interfering with every message or staying completely silent.

Active-Run Steering solves this:

  • Context-aware intervention: The agent only participates when relevant topics are triggered
  • Configurable steering rules: Users can set intervention thresholds, topic scope, and reply style
  • Multi-person collaboration friendly: In Slack/Discord group chats, the agent behaves more like a “team member” than a “chatbot”

2. Memory System Overhaul

  • Layered memory architecture: Short-term session memory, mid-term project memory, long-term knowledge memory
  • Cross-channel memory sync: Shared memory state across WeChat, Slack, Discord
  • Memory decay strategy: Automatic cleanup of expired or irrelevant memory

3. Expanded Model Provider Support

  • Native support for additional domestic model providers
  • Optimized model routing based on task type
  • Cost-aware scheduling

4. Security Tightening

  • Fine-grained tool permission model
  • Explicit confirmation for sensitive operations
  • Enhanced audit logging

Comparison with v2026.4.27

Dimensionv2026.4.27v2026.4.29
Group chatPassive responseActive-Run Steering
MemoryBasic Memory WikiLayered memory + cross-channel sync
Model supportMainstream modelsExtended domestic + smart routing
SecurityBasic permissionsFine-grained tool permissions + audit

Action Recommendations

  • Existing users: Upgrade to 4.29 immediately — the group chat improvement is the most noticeable change
  • Teams evaluating agent frameworks: OpenClaw’s enterprise path is now clear
  • Model providers: OpenClaw is becoming an important channel for model distribution