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Testing strategy for LangChain4j v1.0.0

Use this resource to test Java AI services built with LangChain4j

New

  • 425 downloads
  • 237 likes
  • 152 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install langchain4j-ai-testing-strategy

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 creates mocked model responses for unit tests, tests retrieval chains and RAG workflows, and sets up Testcontainers integration tests for real LangChain4j components.

Mostly picked by

Updated November 2, 2026

Card for the “Testing strategy for LangChain4j” skill

Details

Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: test workflow, from mocks to integration
  • references/unit-testing.md: unit tests with mocked models
  • references/integration-testing.md and advanced-testing.md: integration tests and advanced cases

Good fit for

  • Your tests call a real LLM and become costly or flaky
  • You want to validate a RAG pipeline before production

Not for

    Tags

    • langchain4j
    • testing
    • llm
    • rag

    About

    You say

    “Write unit tests for my AiService using a mocked model response.”

    Card for the “Testing strategy for LangChain4j” skill

    Skill published by giuseppe-trisciuoglio under the MIT 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 test Java AI services built with LangChain4j
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/advanced-testing.md11.4 KB
    • references/integration-testing.md10.1 KB
    • references/testing-dependencies.md2.8 KB
    • references/unit-testing.md6.8 KB
    • references/workflow-patterns.md13.7 KB
    • SKILL.md7.3 KB

    Origin and licence

    Listed unmodified

    Author
    giuseppe-trisciuoglio
    Source
    github.com/giuseppe-trisciuoglio/developer-kit/tree/fe73fb33a09ee6562eeec7415a3f9a3bcf795177/plugins/developer-kit-java/skills/langchain4j-testing-strategies
    Licence
    MIT

    Notice

    « langchain4j-testing-strategies » (giuseppe-trisciuoglio, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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