Research
openJiuwen turns the coding-agent harness into a measurable systems layer
openJiuwen proposes a composable, runtime-adaptive coding-agent harness and shows why model-matched benchmark audits matter for agent engineering.
Software Engineering
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🧭 The Five Layers of Agent Governance and Why Most Teams Still Only Have Two (2/10)
A practical five-layer model for governing AI agents across identity, action, output, change and outcomes in AI-native software engineering.
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You Think You Have AI Governance. You Don’t.
Why access controls and human approval are not enough for AI-native engineering, and what real agent governance requires across software delivery.