Build agents on top of executable business meaning.
Use H-Logic, semantic queries, evidence, scoped knowledge and governed actions inside the same application runtime. External agents can connect through CLI, Tooling or MCP without becoming the authority over business state.
Understand, act and learn through explicit contracts.
Knowledge and action live in the same conceptual system instead of being split between an opaque application and a separate AI sidecar.
Concepts, H-Logic and provenance.
Represent domain structure and semantic knowledge explicitly enough to query, explain and validate.
Governed semantic actions.
Let agents propose and invoke typed capabilities while policy, confirmation and native execution remain host-owned.
CLI, Tooling and MCP.
Use OpenClaw, another agent framework or a custom orchestration layer without moving business identity into the protocol.
Keep scopes distinct as knowledge moves.
Personal, team, project and organization knowledge remain explicit scopes. Promotion can preserve provenance, evidence, authority and conflict instead of copying conversations into a flat vector memory.
See the Knowledge Runtime path