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axl.Insights
Explore the nexus of intelligence, engineering ingenuity, and automation


Managing deployment pipelines in Fabric: Workspace separation and CI/CD patterns
Enable structured deployments in Microsoft Fabric using versioned pipelines and environment-based release workflows Deploying at scale in...

Naveed Javead
Aug 72 min read
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Calibrating capacity-based squads for dynamic demand profiles in DataOps delivery
Scaling DataOps teams with real-time, demand-aligned squads for more efficient, adaptable delivery In an era where enterprises strive for...

Abdul Samad Bhundi
Aug 62 min read
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Streaming anomaly detection in oil pipelines using ML models on Databricks Structured Streaming
Detect pipeline anomalies in real-time using streaming ML workflows Oil pipelines operate under extreme pressures and conditions, where...

Danial Gohar
Aug 32 min read
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Pattern-based inference layers: advancing AI reasoning in predictive maintenance
Leveraging pattern-based AI reasoning to shift maintenance from prediction to proactive action As predictive maintenance continues to...

Danial Gohar
Aug 12 min read
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