What we are building next

Public roadmap for PanelAlpha Engine. Vote on what matters to you, or open an issue on GitHub.

Have an idea or found a bug? Open an issue on GitHub

In Progress5
Test authorization tokens in the formWe should test tokens in the form directly instead of asking to go back to AI so only then it tests it.UsabilityImprovement 0GitHub Engine optimizationWe need to make PanelAlpha Engine more lightweight. It's good already but can be better.PerformanceImprovement 0GitHub Optimize MCP specs (context)We need to find a way to make MCP burn less tokens but still support all the AI agents (methods to do that are not universal)PerformanceImprovement 0GitHub Auto-cleaup after deploysRight now every deploy leaves cache/files and not always is cleaned up after done or failed deploy.PerformanceImprovement 0GitHub Global git and Cloudflare tokensCurrently git/CF tokens are separated per project, which makes it annoying for self-use. We will disable it by default.UsabilityChange 0GitHub
Planned2
Varnish Cache SupportThere was a request from one of our customers to integrate with Varnish. We need more input to decide.PerformanceNew 2GitHub Secure ModeWe should add configuration of a secure mode of the Engine/MCP: Yolo Mode (current), Confirm Mode, Restricted ModeSecurityChange 0GitHub
Under consideration2
Object storage supportThere was a request from one of our customers to manage object storage for dynamically uploaded content.PerformanceNew 1GitHub Better workflows for WordpressWe can definitely improve workflows for ai-driven develpoment for wordpress. The question is - is there still a demand for it :)ProductivityImprovement 1GitHub
Backlog1
Imunify360 supportWe had a request to implement Imunify360 into PanelAlpha Engine. I don't see that many use cases for now to justify implementing but maybe there will be some more input here?SecurityNew 3GitHub

Try PanelAlpha Engine yourself.

The simplest way to turn your server into a safe, controlled environment for your AI agent. Deploy, manage and maintain any project from Claude Code, Cursor, Codex or any other MCP client. Open source and free to run.

$ curl -fsSL https://get.panelalpha.com/engine | shCopy
Requires Ubuntu 24.04 or 26.04 · 2 GB RAM · 1 CPURead the documentation