Kaufman Skill Map
Kaufman skill map untuk menguasai database migration sebagai engineering skill: deconstruction, learning loop, deliberate practice, invariant, dan production-grade mastery target.
// Kaufman skill map untuk menguasai database migration sebagai engineering skill: deconstruction, learning loop, deliberate practice, invariant, dan production-grade mastery target.
This track is ordered for sequential learning. Start from the first part if you want the full mental model, or jump directly into a chapter if you already know the foundations.
Ordered progression from foundations to advanced topics
Kaufman skill map untuk menguasai database migration sebagai engineering skill: deconstruction, learning loop, deliberate practice, invariant, dan production-grade mastery target.
Mental model evolusi database sebagai state, history, intent, dan evidence; membahas schema sebagai contract, migration sebagai state transition, drift, compatibility, dan failure reasoning.
Taxonomy database migration untuk engineer Java: SQL-first, changelog-driven, ORM auto-DDL, schema diff, forward-only, rollback-capable, data migration, reference data, drift reconciliation, dan decision model.
Lifecycle migration database production-grade: authoring, review, validation, dry run, environment promotion, deployment, observation, failed migration recovery, repair, dan audit closure.
Versioning, ordering, history table, checksum, drift, branch conflict, dan aturan immutable migration untuk sistem Java production.
Idempotency, repeatability, determinism, rerunnable migration, Flyway repeatable migration, Liquibase runOnChange/runAlways, dan batas aman script yang bisa dijalankan ulang.
Transaction boundaries dan DDL semantics untuk database migration production-grade: transactional DDL, implicit commit, lock, autocommit, online DDL, Flyway/Liquibase transaction knobs, dan failure modelling.
Expand/contract pattern untuk zero-downtime schema evolution di sistem Java production: compatibility window, additive change, dual-read/write, backfill, cutover, contract, verification, dan anti-pattern.
Deep dive mental model Flyway: versioned migration, repeatable migration, baseline, schema history table, checksum, callbacks, placeholders, Java migration, lifecycle command, dan operational invariants.
Struktur project Flyway untuk Java, Maven, Gradle, Spring Boot, multi-module repository, modular monolith, microservices, multi-schema, multi-tenant, naming convention, ownership, dan CI/CD artifact design.
Strategi versioning Flyway untuk tim Java production-grade: numbering, timestamp, release train, branching, merge conflict, hotfix, out-of-order, baseline, repeatable migration, CI guardrails, dan audit mapping.
Pendalaman Flyway validate, repair, baseline, baselineOnMigrate, clean, schema history recovery, checksum mismatch, failed migration, missing migration, guardrail production, dan operational playbook.
Flyway repeatable migrations untuk view, function, procedure, reference data, dan replaceable database object dengan mental model checksum, ordering, determinism, dan production guardrails.
Flyway callbacks, placeholders, dan environment-specific configuration sebagai mekanisme lifecycle hook dan parameterisasi yang aman untuk database migration production-grade.
Liquibase rollback model secara realistis: automatic rollback, custom rollback, tag, rollback SQL, rollback test, roll-forward, dan production decision framework.
Liquibase diff, snapshot, generate-changelog, diff-changelog, dan drift detection sebagai kontrol engineering untuk menjaga database tetap sinkron dengan changelog.
Liquibase Java API dan Spring Boot integration untuk menjalankan migration secara aman, observable, dan terkendali di aplikasi Java production-grade.
Safe DDL patterns untuk column, table, constraint, index, foreign key, enum, rename, dan destructive schema change di database production.
Data migration patterns untuk backfill, batching, chunking, resumability, verification, dual-write, checkpoint, dan Java-based migration di production.
Large table migration untuk tabel raksasa, lock modelling, index build, online DDL, copy-and-swap, shadow table, replication, throttling, dan cutover.
Pattern dan anti-pattern catalog untuk Java database migrations, Flyway, Liquibase, schema evolution, data migration, production recovery, governance, dan operational safety.
Decision framework Flyway vs Liquibase, selection criteria, migration strategy, adoption plan, maturity model, mastery checklist, dan capstone project untuk Java database migrations.