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Developing on Amazon Managed Service for Apache Flink v1.0.0

Use this resource to develop and operate Apache Flink applications on Amazon MSF

New

  • 388 downloads
  • 212 likes
  • 152 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install managed-flink-application-development

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent answers Flink questions for Amazon Managed Service for Apache Flink, taking into account service-specific constraints: the KPU model, settings forbidden in application code, IaC deployment and migration from Flink 1.x to 2.x. It relies on reference guides by topic.

Mostly picked by

Updated November 2, 2026

Card for the “Developing on Amazon Managed Service for Apache Flink” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: general rules and workflow examples
  • references/: guides on the application lifecycle, checkpoints, CDC and Iceberg connectors, and the move to Flink 2.x

Good fit for

  • You are migrating a Flink application from 1.x to 2.x on MSF
  • A checkpoint fails or your app will not restart after a change

Not for

    Tags

    • apache flink
    • aws
    • streaming
    • data

    About

    You say

    “My Flink app on MSF fails when restarting from a snapshot, help me find the cause.”

    Card for the “Developing on Amazon Managed Service for Apache Flink” skill

    Skill published by aws under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to develop and operate Apache Flink applications on Amazon MSF
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.1 KB
    • NOTICE-PALATEKIT.md0.6 KB
    • references/application-lifecycle.md21 KB
    • references/best-practices.md11.8 KB
    • references/cdc-connector-guide.md48.1 KB
    • references/checkpoint-tuning.md6.4 KB
    • references/dependency-management.md13.7 KB
    • references/environment-setup.md7.2 KB
    • references/first-fault-isolation.md14.6 KB
    • references/flink-2x-migration.md34.9 KB
    • references/foundation-operations.md12.2 KB
    • references/iac-and-deployment.md17.5 KB
    • references/iceberg-connector-guide.md17.5 KB
    • references/iceberg-tuning-and-operations.md31.7 KB
    • references/job-graph-anti-patterns.md11.9 KB
    • references/job-graph-architecture.md9 KB
    • references/kinesis-connector-guide.md9.4 KB
    • references/kinesis-efo-guide.md7.5 KB
    • references/logging-configuration.md10.1 KB
    • references/monitoring-and-metrics.md34.7 KB
    • references/msf-constraints-and-patterns.md8.9 KB
    • references/msf-overview.md6.5 KB
    • references/pricing-calculator.md6.3 KB
    • references/resource-optimization.md10.1 KB
    • references/scaling-decisions.md5.5 KB
    • references/serialization-guide.md9.4 KB
    • references/state-management.md4.6 KB
    • SKILL.md8.9 KB

    Origin and licence

    Listed unmodified

    Author
    aws
    Source
    github.com/aws/agent-toolkit-for-aws/tree/b08b99f38098c30c0ee1a781accd8e349e5b145c/plugins/aws-data-analytics/skills/developing-applications-on-managed-service-for-apache-flink
    Licence
    Apache-2.0

    Notice

    « developing-applications-on-managed-service-for-apache-flink » (aws, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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