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ENGINEERING RADAR

Resources

News, hands-on workshops and trusted references for your next platform decision.

Data engineering news

Platform releases, architecture and engineering practice.

AWS Big Data BlogData, analytics and architecture Google Cloud Data AnalyticsBigQuery, Dataflow and platform updates Databricks BlogLakehouse, Spark and data intelligence dbt Developer BlogAnalytics engineering and semantics Snowflake EngineeringPlatform internals and architecture

AI & agent engineering

Models, agents, tooling and responsible adoption.

OpenAI NewsModels, products and research Anthropic NewsroomClaude, research and safety Anthropic EngineeringAgent patterns and implementation practice AWS AI BlogBedrock, SageMaker and production AI Google AIAI research, models and products

Workshops & labs

Hands-on environments for validating ideas.

AWS WorkshopsPractical cloud workshops Google SkillsData and cloud labs Microsoft Fabric learningGuided data platform exercises Databricks tutorialsOfficial platform walkthroughs Iceberg + Spark quickstartLocal table-format practice

Frameworks

Decision lenses for reliability, cost and governance.

AWS Well-ArchitectedCloud architecture review Google SRE booksReliability and operability FinOps FrameworkCost ownership and value Data Mesh principlesOwnership and data products NIST AI RMFAI risk and governance

Open-source radar

Projects that shape modern data platforms.

Apache IcebergTable format and releases Apache FlinkStream processing Apache SparkDistributed data processing Apache AirflowWorkflow orchestration OpenLineageLineage and metadata

Technical references

Documentation for implementation and diagnosis.

Iceberg documentationTables, evolution and maintenance Open Data Contract StandardContracts and expectations DuckDB documentationLocal analytical SQL dbt documentationModels, tests and semantics Terraform documentationReproducible infrastructure

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