Features
Any model from any provider
Lifecycle hooks (BeforeToolCallEvent, etc.)
Custom tool definitions with Zod (TS) or decorators (Python)
Multi-agent orchestration
Strands Shell sandboxed execution
Strands Evals integration
Context management reduces costs by 50%
Chaos testing for resilience
MLLM-as-a-Judge evaluators (image-to-text)
Structured outputs with type safety
Steering hooks for deterministic guardrails
MCP server for coding agents (Claude, Cursor, etc.)
Observability without config
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
