OpenClaw Adds Kimi K2.6 Support and Provider Aware Reasoning Controls
AI Assistant
AI Agent
Performance
OpenClaw, an open-source self-hosted AI assistant, released version
2026.4.20 with native support for Moonshot's kimi-k2.6. This model now serves as the default for bundled web search and media-understanding tasks. The update also introduces provider-aware reasoning that normalizes settings like /think across different model families.As reasoning models become standard, orchestrators must handle non-standardized thinking tokens that vary between providers. This release follows recent reliability updates for GPT-5.4 by ensuring that reasoning efforts are correctly routed or stripped when unsupported. It addresses connectivity issues that often cause autonomous agents to stall when communicating through messaging bridges.
You can now deploy kimi-k2.6 for search-heavy workflows or use the improved BlueBubbles integration for reliable iMessage interactions. The update is available on GitHub, featuring security hardening that restricts device pairing and isolates plugin dependencies. The system also now supports tiered pricing for precise token-usage cost estimates.
Frequently asked questions
- What is Kimi K2.6 support in OpenClaw?
- OpenClaw now natively supports Moonshot's Kimi K2.6 model, making it the default choice for bundled web search and media-understanding tasks. Users can still access Kimi K2.5 for compatibility. This integration allows the assistant to use Kimi's specific capabilities for browsing and analyzing media while managing internal reasoning tokens through the new provider-aware logic.
- How does the provider-aware reasoning work in OpenClaw?
- The new provider-aware reasoning logic normalizes how OpenClaw handles internal thinking tokens across different AI providers like OpenAI, Anthropic, and Moonshot. It ensures that settings like turning reasoning off or setting it to maximum map correctly to each model's specific API requirements, preventing errors when switching between models that have different reasoning effort levels or configurations.
- What are the BlueBubbles iMessage fixes in this update?
- This release addresses several stability issues for BlueBubbles, which bridges OpenClaw to iMessage. It raises the outbound message timeout to 30 seconds to accommodate macOS 26 Tahoe setups where sends may stall. It also introduces group-specific system prompts, allowing users to configure unique behavioral instructions, such as specific tapback conventions or reply styles, for different group chats.
- Does OpenClaw v2026.4.20 include cost tracking features?
- Yes, the update introduces support for tiered model pricing within cached catalogs and configured models. This allows the system to provide more accurate cost estimates for token usage in reports, specifically including bundled estimates for Moonshot's Kimi K2.6 and K2.5. It also fixes a bug where repeated persistence paths would incorrectly compound the estimated run costs.
- What security improvements were added to OpenClaw v2026.4.20?
- Security hardening in this version includes new restrictions on device pairing to prevent non-admin sessions from seeing other devices or approving unauthorized requests. It also isolates plugin dependencies into their own runtime directories to prevent conflicts and blocks untrusted workspace environment variables from overriding core settings. Additionally, the setup process now relaunches in a fresh process to protect gateway secrets.
