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| Molecule AI |
The Org-Native OS For AI Agent Teams |
Visual canvas, Go control plane, pluggable runtimes, scoped memory, and operational guardrails for heterogeneous agent organizations. |
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Molecule AI |
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Architecture |
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Platform API |
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| Visual Org Canvas |
Build agent organizations as nested workspaces on a live React Flow canvas with drag-to-nest hierarchy, template deployment, bundles, and real-time updates. |
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| Runtime Compatibility |
Current main ships adapters for LangGraph, DeepAgents, Claude Code, CrewAI, AutoGen, and OpenClaw under one workspace contract and A2A surface. |
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| Hierarchical Memory |
HMA-style LOCAL, TEAM, and GLOBAL scopes plus workspace-scoped awareness namespaces when awareness is configured. |
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| Skill Evolution |
Local SKILL.md packages, tool loading, plugin-mounted shared capabilities, hot reload, and a documented memory-to-skill promotion path. |
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| Operational Control Plane |
Registry, heartbeats, pause/resume/restart, approvals, activity logs, traces, terminal access, and runtime tiered provisioning. |
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| Remote Agent Support |
Register agents on any infrastructure — Docker, Fly Machines, bare metal, or laptops — and manage the full fleet from one canvas with bearer token auth and 30s heartbeat visibility. |
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| Global Secrets |
Platform-wide API keys can be inherited by every workspace, with workspace-level overrides when a role needs custom credentials. |
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