Features
In-process virtual bash interpreter (no OS processes spawned)
164 reimplemented commands (grep, sed, awk, jq, curl, tar, find, xargs, etc.)
POSIX shell language coverage with bash extensions (arrays, [[ ]], brace expansion, coprocesses, traps)
Virtual filesystem (InMemoryFs, OverlayFs, MountableFs) with host mount opt-in
Resource limits (commands, loops, output, input, filesystem size, parser timeout, AST depth)
Default-deny networking with allowlist and SSRF protection
Credential injection and Ed25519 request signing (RFC 9421)
Built-in runtimes: Python (Monty), TypeScript (ZapCode), SQLite (Turso), SSH, Git
LLM tool contract (BashTool) with discovery metadata, streaming output, and system prompts
Snapshotting for checkpoint/resume
Scripted tool orchestration via ToolDef + callbacks
Custom builtins in Rust or JavaScript
Live mount hot-swapping on running interpreter
Structured logging with tracing and redaction
Interactive REPL with line editing
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
