Latest Articles
Ka Ling Wu
May 28, 2026
Text-to-SQL: How It Works, Why It Breaks, and What Comes Next
Text-to-SQL works in demos but breaks in production. The mechanism, the failure modes, and the fix: context engineering for AI agents.
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Ka Ling Wu
May 28, 2026
Self-Service Analytics: Why the Promise Failed and How Agents Fix It
Why self-service analytics stalled, what context engineering changes, and how analytics agents deliver the answers BI never could.
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Ka Ling Wu
May 20, 2026
dbt Semantic Layer: How It Works and How Agents Use It
Learn how the dbt Semantic Layer and MetricFlow define trusted metrics once, helping BI tools and AI agents query data accurately.
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Ka Ling Wu
May 20, 2026
What Is an Analytics Agent? How AI Agents Are Replacing Dashboards
Learn what an analytics agent is, how it replaces dashboards, and why business context is key to trusted AI data answers today.
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Ka Ling Wu
May 20, 2026
What Is a Semantic Layer? Why It Matters in the Age of AI Agents
Learn what a semantic layer is, how it standardizes metrics, and why AI agents need it for trustworthy enterprise data answers.
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Ka Ling Wu
May 20, 2026
What Is Agentic Analytics? The Definitive Guide
Learn what agentic analytics is, how AI agents replace dashboards, and why context is key to accurate enterprise data answers.
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