Tags ai1 automation1 changedatacapture1 cloud-architecture1 data quality2 data-architecture1 data-as-a-product1 data-driven-design1 data-engineering3 data-mesh1 data-migration1 data-pipelines1 data-profiler1 data-quality2 data-tech-debt1 data-validation1 dataops3 devops-for-data1 dq-frameworks1 dqaas1 etl1 federated-architecture1 flask1 great expectations1 llm1 local-llm1 mlops1 ollama1 open-source1 pandas1 pipelines1 python2 real-world-lessons1 tinyllama1 ydata-profiling1 zeroETL1