monaccode/astromesh

Astromesh provides a modular toolchain across three complementary packages—the core runtime (Python 3.12+), an Agent Development Kit (ADK) for custom tool/memory plugins, and Orbit for cloud-native deployment—enabling standardized agentic workflows without rebuilding orchestration infrastructure. The architecture uses declarative YAML configuration for agent definitions and reasoning patterns, with built-in support for multi-layer memory (conversational, semantic, episodic) across Redis/PostgreSQL/vector stores, plus 18 native tools augmented by MCP servers for code execution and shell access. Deployment spans seven modes including containerized Kubernetes setups, with Python/Node/CLI interfaces and native WhatsApp integration for direct bot deployment.