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#033 - The ETL vs ELT Choice That's Costing Teams Millions (Free Framework Inside)
The architecture decision that makes or breaks your data modernisation budget
Aug 17
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Muhammad Khurram
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#033 - The ETL vs ELT Choice That's Costing Teams Millions (Free Framework Inside)
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#032 - Beyond Dashboards: How Orchestration-Native Observability Is Saving Data Engineering
5 tools + 1 framework that cut incident time by 60%
Aug 9
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Muhammad Khurram
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#032 - Beyond Dashboards: How Orchestration-Native Observability Is Saving Data Engineering
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#031 - The 7 features that separate modern data platforms from expensive legacy systems
Your complete guide to evaluating data platform capabilities + feature-by-feature implementation roadmap
Aug 2
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Muhammad Khurram
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#031 - The 7 features that separate modern data platforms from expensive legacy systems
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July 2025
#030 - Your AI models are hallucinating because of bad data architecture
Why semantic layers are the missing foundation for trustworthy AI
Jul 29
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Muhammad Khurram
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#030 - Your AI models are hallucinating because of bad data architecture
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Data Modernisation Journey #029
Why I Stopped Selling Data Migrations and Started Building AI-Ready Foundations
Jul 22
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Muhammad Khurram
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Data Modernisation Journey #029
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#28 - Beyond Data Warehouses: How Data Lakehouses Are Making Enterprise-Grade Analytics Accessible in 2025
The uncomfortable truth about data architecture decisions (and what works instead)
Jul 15
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Muhammad Khurram
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#28 - Beyond Data Warehouses: How Data Lakehouses Are Making Enterprise-Grade Analytics Accessible in 2025
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#27 - Why your data lake is bleeding money (and 3 ways to stop it)
The hidden costs that turn $50K AI projects into $500K disasters
Jul 8
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Muhammad Khurram
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#27 - Why your data lake is bleeding money (and 3 ways to stop it)
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#26 - Key Insights from dbt CEO on AI and Data Engineering
Simple breakdown of the trends shaping data teams in 2025
Jul 1
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Muhammad Khurram
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#26 - Key Insights from dbt CEO on AI and Data Engineering
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June 2025
#25 - 5 Lessons From Real-World Data Architecture Decisions (Case Study)
When Custom Data Pipelines Start Cracking: A Pragmatic Guide to ETL Modernisation
Jun 24
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Muhammad Khurram
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#25 - 5 Lessons From Real-World Data Architecture Decisions (Case Study)
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#24 - Is Your ETL Sabotaging Your AI? (The Real Reason AI Projects Fail)
Discover the Modular Data Strategy That Separates AI Winners from Followers & Ensures Success
Jun 17
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Muhammad Khurram
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#24 - Is Your ETL Sabotaging Your AI? (The Real Reason AI Projects Fail)
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#23 - Why 60% of AI projects will fail by 2026
Your legacy data is sabotaging your AI dreams (and here's how to fix it)
Jun 10
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Muhammad Khurram
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#23 - Why 60% of AI projects will fail by 2026
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#22 - Is Your Visual Data Pipeline About to Break?
Visual Pipeline vs. Code: How to Choose for Your Scale?
Jun 3
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Muhammad Khurram
1
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#22 - Is Your Visual Data Pipeline About to Break?
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