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Test in production: progressive rollout and monitoring v1.0.0

Use this resource to roll out a feature progressively and monitor it in production

New

  • 312 downloads
  • 165 likes
  • 220 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install production-testing-progressive-delivery

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 sets up feature flags for staged rollout, a canary that compares error rates, synthetic monitoring and fault injection. It feeds production findings back into pre-release tests.

Mostly picked by

Updated November 2, 2026

Card for the “Test in production: progressive rollout and monitoring” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: progressive rollout techniques and metrics to watch
  • SKILL.md: canary configuration and synthetic monitoring

Good fit for

  • A risky feature should first reach a few users
  • You want to catch a regression before every customer hits it

Not for

    Tags

    • production
    • progressive rollout
    • canary
    • monitoring

    About

    You say

    “Roll out the new search to 5% of users and tell me which metrics to watch.”

    Card for the “Test in production: progressive rollout and monitoring” skill

    Skill published by proffesor-for-testing 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 roll out a feature progressively and monitor it in production
    3. Review and adjust the result

    Content preview

    Files

    • evals/shift-right-testing.yaml3.3 KB
    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • schemas/output.json13.8 KB
    • scripts/validate-config.json0.5 KB
    • SKILL.md6.7 KB

    Origin and licence

    Listed unmodified

    Author
    proffesor-for-testing
    Source
    github.com/proffesor-for-testing/agentic-qe/tree/b177b2315521376b83f2eed40e4994fd7581d067/assets/skills/shift-right-testing
    Licence
    MIT

    Notice

    « shift-right-testing » (proffesor-for-testing, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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