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Table of Contents
Executive Summary
1. High likelihod, test orchestration is already happening, just unintentionally.
Many teams manage complex automated testing using home-grown CI/CD scripts and custom tooling which lacks visibility, standardization, or scalability. This approach becomes unsustainable and brittle at scale.
2. Purposeful test orchestration is key to sustainable Continuous Testing.
A dedicated layer ensures the right tests run at the right time by the right people across environments. It improves SW delivery and quality by decoupling test logic from CI/CD pipelines.
3. Modern teams are investing in orchestration platforms.
By adopting purpose-built solutions, they gain reusable test workflows, scalable test execution, centralized test observability, and developer autonomy, empowering Continuous Testing that keeps up with the pace of cloud-native application delivery.
At Testkube, we're constantly evolving to help DevOps, QA, and engineering teams simplify and scale their automated testing with Kubernetes. With our latest release, we're thrilled to introduce Testkube Copilot — a powerful new AI-driven assistant designed to enhance your test orchestration experience. Whether you’re troubleshooting failed tests, identifying bottlenecks, or exploring patterns across workflows, the Testkube Copilot is here to make your life easier.
What is Testkube Copilot?
Test orchestration can be complex, with thousands of workflows running across environments, tools, and clusters. Finding the root cause of issues or extracting meaningful insights & analytics often requires sifting through logs and executing multiple commands. Testkube Copilot, powered by AI, helps you:
- Search workflows intuitively: Ask questions and retrieve the data you need without remembering specific CLI commands or extensive reports.
- Troubleshoot faster: Identify issues with failed tests by letting Testkube Copilot analyze logs and uncover the root cause.
- Navigate seamlessly: Access the right workflows, configurations, and logs in seconds with natural language searches
Using Testkube Copilot with Test Orchestration
Here’s a couple of ideas that Testkube’s Copilot can help engineering, QA, and DevOps teams:
Search and Filter Workflows
No more sifting through endless logs to find the data you need. Testkube Copilot allows you to query workflows using natural language, making info retrieval fast and intuitive instead of manually digging for hours.
- “Show me all of the failed end-to-end tests from the past 7 days”
- “How many Playwright tests are currently running?”
Troubleshoot Faster with Test Log Analysis
Troubleshooting failed tests is often time-consuming. Testkube Copilot analyzes logs from failed test executions and offers actionable help in seconds, helping you pinpoint the root cause. Just type:
- “Explain why the test ‘checkout-flow-e2e’ failed.”
- “Summarize the errors in the Paris cluster from the last deployment.”
More Additions in the Testkube January Release
In addition to Testkube Copilot, the latest Testkube release includes:
- SCIM Integration: System for Cross-domain Identity Management (SCIM) integration between Testkube and the role or group mapping of permissions in your identity provider.
- Execution Parameters Improvements: Easily check and manage configuration options for each workflow.
- Live Logs: Monitor logs in real time and take action before workflows complete.
- Dynamic Workflow Volumes: Share files more flexibly between workers in a test.
Get Started with Testkube’s Copilot
Testkube Copilot is available now as part of the latest Testkube release. It is currently available for our hosted Testing Control Plane and available in the coming weeks for self-hosted/On-Premise Control Plane.
We want to hear from you! Share your feedback, suggest new features, or tell us how Testkube Copilot is improving your workflow on Slack or reaching out to our product support team.
About Testkube
Testkube is a cloud-native continuous testing platform for Kubernetes. It runs tests directly in your clusters, works with any CI/CD system, and supports every testing tool your team uses. By removing CI/CD bottlenecks, Testkube helps teams ship faster with confidence.
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