transformation▌

$22

Guide organizations toward modern product practices through structural, cultural, and process change. \n \n Helps diagnose current state (feature teams, waterfall, output focus) and readiness for transformation, including stakeholder authority and expected resistance \n Emphasizes pilots over big-bang change: start with empowered product teams that demonstrate success, then build credibility for broader adoption \n Flags common pitfalls including treating framework adoption as the end goal, igno

Production-ready patterns for dbt model organization, testing, documentation, and incremental processing. \n \n Implements medallion architecture with staging, intermediate, and marts layers using consistent naming conventions (stg_, int_, dim_, fct_) and materialization strategies \n Covers source definitions with freshness checks, data quality tests (unique, not_null, relationships), and comprehensive YAML documentation for lineage tracking \n Provides incremental model patterns including dele