Jul 20, 2026 · Artificial Intelligence

How Ontology‑Driven Agents Enable Controllable Execution in Harness Engineering

The article analyzes Harness Engineering’s semantic foundation, showing how an ontology‑driven approach restructures agent constraints, context handling, and feedback loops to achieve safe, auditable, and business‑level controllable execution, illustrated with a Knora implementation case study.

AI AgentKnoraOntology

0 likes · 20 min read

How Ontology‑Driven Agents Enable Controllable Execution in Harness Engineering

DataFunSummit

Jun 12, 2026 · Artificial Intelligence

How Ontology‑Driven Harness Engineering Enables Controllable AI Agent Execution

The article analyzes why current AI agents often act unpredictably in complex enterprises, proposes an ontology‑driven Harness Engineering framework that embeds multi‑dimensional safety constraints, context engineering, and feedback loops, and demonstrates its practical implementation through the Knora platform and a real‑world work‑order change example.

AI AgentsContext EngineeringKnora

0 likes · 18 min read

How Ontology‑Driven Harness Engineering Enables Controllable AI Agent Execution