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Hello everyone, and a huge welcome to the new CDF DataOps Practitioner community!
We are incredibly excited to launch this space, which we envision as the central meeting point for the technical experts who are hands-on operating Cognite Data Fusion every single day. This community is built for you, and its success will be driven by you.
Our mission is simple: To create a practitioner-driven space for sharing expertise, best practices, and reusable solutions for operating Cognite Data Fusion at scale. This is where we can connect to solve common operational challenges collaboratively, foster a culture of continuous improvement, and accelerate the delivery of reliable, high-quality industrial data.
Who is This Community For?
If you are responsible for the operational health, efficiency, and governance of one or more CDF projects, you are in the right place. This community is for the CDF DataOps Practitioners, the CDF System Administrators, the Platform Owners, and anyone whose role involves keeping the data flowing reliably from source to solution. You're the ones managing configurations as code, monitoring pipelines, and ensuring the platform is secure and performant.
What We'll Talk About
This is your forum to discuss the real-world challenges and solutions related to managing CDF. We encourage you to start and join conversations on topics like:
- DevOps & The CDF Toolkit: Best practices for versioning configurations with YAML and Git, building robust CI/CD pipelines for deployment, and scripting complex administrative tasks.
- Data Modeling & Schemas: Practical tips for creating, maintaining, and evolving scalable data models in a production environment.
- Monitoring & Alerting: How are you monitoring the health of your data pipelines and transformations? What tools and techniques are you using for effective alerting when things go wrong?
- Governance & Access Control: Strategies for managing datasets, groups, and permissions in complex enterprise environments. How do you ensure the right people have access to the right data?
- Documentation & User Support: Share your best practices for documenting your CDF project and handling support requests from your internal end-users.
How We Collaborate: A Few Ground Rules
To ensure this remains a valuable and collaborative space, we ask everyone to embrace a few key principles:
- Peer-to-Peer First: This community thrives on shared knowledge. If you see a question you can answer, please jump in!
- Share Generously: Your solutions, scripts, and lessons learned are incredibly valuable. Don't hesitate to share what has worked for you.
- This is NOT Official Support: For urgent, production-down issues, please continue to use the official Cognite support channels. This hub is for knowledge sharing and non-critical problem-solving.
Cognite's Role
You will see Cogniters participating in the discussions here. Our role is primarily to listen, learn, and facilitate. We are here to understand your challenges, connect your valuable feedback directly to our product teams, and help ensure this community is a productive and positive environment for everyone.
Let's Get the Conversation Started!
To kick things off, we'd love to learn more about you. Please reply to this thread and tell us:
- Introduce yourself! What's your role, and what industry are you working in?
- What's the most interesting operational challenge you've solved with the CDF Toolkit recently?
- When it comes to monitoring your CDF pipelines, what's your biggest blind spot or wish-list item?
Thank you for being here. Let's build this knowledge base together!
