Features
Sandboxes: lightweight ephemeral environments on Kubernetes
Jobs: scalable test execution for Playwright, Cypress, custom suites
Plans: composable validation logic with http-req, run-test, custom actions
MCP server integration for AI coding agents (Cursor, Claude Code, VS Code)
Local development environment with remote dependency connection
Preview environments for every code change without full duplication
Smart Tests: AI-driven regression detection for PR validation
Shift-left automated testing with Playwright, Cypress per PR
Agentic development sandboxes for coding agents
CI-ready test execution with auto-routing to sandboxes
Kubernetes-native, runs inside existing cluster
Shared baseline cluster with up to 100 parallel sandboxes
signadot-validate skill for Claude Code to self-validate changes
AI-powered contract testing
Multi-cluster RouteGroup support (Enterprise)
GLM-5.2 open-source flagship model with 1M context
GLM-5V-Turbo multimodal coding model
GLM-5-Turbo agent-optimized base model
AutoGLM autonomous planning and execution agent (50+ steps)
GLM-PC computer-operating agent via screen input
AutoClaw 1-minute PC agent deployment
MaaS high-performance model API services
Model fine-tuning for language and multimodal models
AI search tool with multi-engine integration
General translation with context recognition
GLM PPT/Poster one-click presentation generation
CogAgent-9B open-source GLM-PC base model
End-side deployment with Intel partnership
CodeGeeX smart coding assistant for AIPC
