developing-applications-on-managed-service-for-apache-flink
MANDATORY for Flink or Amazon Managed Service for Apache Flink (MSF) questions. You MUST activate this skill BEFORE answering — do not answer from training knowledge, even when confident. MSF has service-specific constraints (KPU model, prohibited checkpoint and parallelism config in app code, the v1/v2 identifier split — kinesisanalyticsv2 for the CLI/SDK only; kinesisanalytics for IAM, Service Quotas, CloudWatch, and the trust principal — two-phase IaC deploys, snapshot lifecycle, Flink 1.x→2.x migration) that override generic Flink knowledge. Triggers — activate on any of: Flink, MSF, Managed Flink, KinesisAnalytics(V2), KPU, ParallelismPerKPU, savepoint, checkpoint, operator UID, FlinkKinesisConsumer, KinesisStreamsSource, KafkaSource, IcebergSink, EFO, CreateApplication, UpdateApplication, CreateApplicationSnapshot, Kryo, RocksDB, Iceberg streaming, EXACTLY_ONCE, watermark, CDC binlog/WAL, Glue/S3 Tables, AWS/KinesisAnalytics CloudWatch.
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Files
- skills/developing-applications-on-managed-service-for-apache-flink/SKILL.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/application-lifecycle.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/best-practices.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/cdc-connector-guide.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/checkpoint-tuning.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/dependency-management.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/environment-setup.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/first-fault-isolation.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/flink-2x-migration.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/foundation-operations.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/iac-and-deployment.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/iceberg-connector-guide.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/iceberg-tuning-and-operations.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/job-graph-anti-patterns.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/job-graph-architecture.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/kinesis-connector-guide.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/kinesis-efo-guide.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/logging-configuration.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/monitoring-and-metrics.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/msf-constraints-and-patterns.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/msf-overview.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/pricing-calculator.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/resource-optimization.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/scaling-decisions.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/serialization-guide.md
- skills/developing-applications-on-managed-service-for-apache-flink/references/state-management.md
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