Insights & Articles
Deep dives into data engineering, cloud architecture, AI agents, and modern data stacks
Preventing Silent Data Regressions: Gold Standard Testing in dbt for Real Estate Pipelines
Implement gold standard regression testing to catch silent data quality issues in dbt pipelines. Learn how to validate Pakistani real estate data transformations with immutable baseline datasets.
Building a Real Estate Data Platform on Snowflake with Claude Code
Unify fragmented Pakistan real estate data with Snowflake, semantic layers, and MCP servers. Transform spreadsheets and portals into a standardized API.
Achieving Low Cost Snowflake Sync: Handling High Volume Updates from an External System
Learn how to build a cost-effective, reliable data synchronization pipeline for Snowflake using serverless AWS services and CDC, handling millions of daily changes.
RAG vs Long Context: Approaches to Supplying External Knowledge to LLMs
Explore the trade-offs between Retrieval-Augmented Generation and long context prompting for providing knowledge to language models.
Building a Modern Data Stack with Snowflake and dbt
Discover how Snowflake and dbt work together to create a scalable, maintainable data transformation layer.
AI Agents: The Next Frontier in Enterprise Automation
Learn how agentic AI is transforming business processes and enabling autonomous decision-making at scale.
Cloud Architecture: Designing for Scale and Reliability
Best practices for building cloud-native applications that grow with your business while maintaining high availability.
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