> For the complete documentation index, see [llms.txt](https://docs.agenticflow.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.agenticflow.ai/changelog/office-hour-27-kimi-k2-thinking-model-code-execution-agent-api-launch.md).

# Office Hour #27: Kimi K2 Thinking Model + Code Execution + Agent API Launch

Published November 11th, 2025. This historical recap summarizes product updates, demos, and builder-facing improvements from the session.

## Recording

{% embed url="<https://www.youtube.com/watch?v=KAM2P6ZkENE>" %}

### Kimi K2 Thinking Model

* \#3 globally ranked model
* 6x cheaper than Sonnet 4.5 ($0.60 vs $6 per 1M input tokens)
* Exceptional tool-calling capabilities
* Scores 61 on Agentic Index (vs 16 for Gemini Flash)
* Now available in AgenticFlow

### Code Execution Tool (Beta)

* Agents can write and execute Python code
* Isolated execution environments
* Extends capabilities beyond plugins
* Enables: YouTube downloaders, PDF generation, API integrations

### Recursion Limit Configuration

* New setting: 10-100 (default 25)
* Control agent execution loops
* Manage costs effectively
* Prevent infinite loops

### Self-Improving Agents

* Combine AI Drive + Skills
* Agents modify their own knowledge base
* Improve performance over time
* Adaptive learning capabilities

### Agent API Launch

* Full programmatic access
* Create, read, update, delete agents via API
* Trigger agents programmatically
* API Documentation live at docs.agenticflow\.ai/api-reference
* Example boilerplate code on GitHub

### Citations (Beta Sneak Peek)

* Track where agents get information
* Enhanced transparency and trust

## MCP Client Connections

* Support any MCP-compatible service
* Hugging Face integration
* Zapier connectivity
* Expanded integration ecosystem

## Support

For reproducible product issues, email <support@agenticflow.ai> with workspace context, affected agent/workflow/template details, screenshots or screen recording, and steps to reproduce.