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Leadership & Innovation
Insights and perspectives on AI, cloud, systems, and digital transformation. Where technology leadership meets human-centered design and ethical innovation.


You're Not Talking to a Model — You're Talking to a Harness
A working vocabulary for AI: Context, Memory, Tools, Skills, Harness, Agent. Most debates about AI tools focus on the model — that's maybe 30% of what matters.
Yanbing Li
Apr 1812 min read


Semantic Governance as an SDLC Operating Layer
Why meaning—not just process—is the real scalability challenge in enterprise software systems Introduction: When Everything Looks Green Dashboards are green—or sometimes yellow, occasionally red. What those colors mean, however, is far less consistent. Depending on the team, the individual, and the surrounding pressures, a yellow may trigger immediate action—or quietly persist. A red may demand escalation—or be rationalized away. Pipelines are passing. Controls are in place.
Yanbing Li
Jan 8, 20254 min read
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