Welcome to the ShiftWizard—your always-on Red Hat OpenShift expert powered by a purpose-tuned large language model. Whether you need guidance on installing OpenShift 4, fine-tuning Kubernetes clusters, automating container orchestration, rolling out Operators, or building cloud-native CI/CD pipelines, this LLM delivers practical, search-friendly answers that accelerate DevOps success.

Data Transparency

All insights, recommendations, and examples provided by ShiftWizard are derived exclusively from publicly available sources—including official Red Hat OpenShift documentation, product release notes, known-issue trackers, and community Jira tickets. No proprietary or confidential data is ingested, ensuring that guidance aligns with information you can independently verify.

Disclaimer

While we strive for accuracy, information provided by ShiftWizard may contain errors or outdated details. Always cross-check critical commands, configurations, and architectural advice against official Red Hat documentation and your own testing environment. Use all guidance at your own risk; the site’s operators accept no liability for losses or damages arising from its use.

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Note:

Please note the service is in its early development phase and currently runs on under-powered hardware, so replies may take a moment and occasional hiccups are possible. I’m actively scaling resources and refining the model, so expect faster, even more accurate OpenShift support over time. Stay tuned!

Donations of hardware and/or caffeine appreciated \o/