Core Upgrades
OpenClaw v2026.4.29 was released on April 29, just two days after the previous major version v2026.4.27 (which introduced Computer Use). The keywords for this update are making agents smarter, more perceptive, and more reliable.
Four Core Upgrades Breakdown
1. Smarter Messaging and Automation
Active-run steering is the most practical improvement. Previously, once an agent started executing a task, users had to wait for completion. Now you can intervene during execution — adjust direction, add information, or even switch strategies without interrupting the entire flow.
| Feature | Before | After |
|---|---|---|
| Mid-run intervention | Requires restart | Active-run steering for real-time adjustment |
| Message routing | Fixed templates | Smart routing based on context |
| Automated triggers | Manual configuration | Event-based auto-triggering |
2. Enhanced Memory System
Memory is what distinguishes agents from regular chatbots. v2026.4.29 made important improvements in memory persistence and cross-session context:
- Cross-session memory: Agents no longer “forget” with each new session
- Memory prioritization: Different types of memory have different retention policies
- Memory retrieval optimization: Improved accuracy of recalling relevant information from long-term memory
3. Expanded Provider Support
Added support for more model providers, allowing users to flexibly switch between different models. Given the current fragmentation of the model market (Qwen, DeepSeek, Claude, GPT each have advantages), multi-provider support makes OpenClaw a “universal agent shell.”
4. Tightened Security
As OpenClaw’s adoption surges in the community, security has become a must-take-seriously issue. This update strengthened permission controls and execution sandboxes, reducing the risk of agent overreach.
Evolution Timeline
| Version | Release Date | Core Theme |
|---|---|---|
| v2026.4.24 | April 24 | DeepSeek V4 integration |
| v2026.4.27 | April 27 | Computer Use desktop control |
| v2026.4.29 | April 29 | Messaging/Memory/Provider triad |
Three versions in 5 days — OpenClaw’s iteration speed has almost no peer among current agent frameworks.
Action Recommendations
- Existing users: Upgrade to v2026.4.29 immediately — Active-run steering and memory persistence significantly improve daily workflows.
- New users: If you need an open-source agent framework with multi-model support and active updates, OpenClaw is currently the most active on GitHub.