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Evelyn Sanders
@evelyn.sanders800
Joined: Oct 12, 2025
Topics: 3 / Replies: 43
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Re: MLOps: Building ML pipelines with Kubeflow and MLflow

Neat! We solved this another way using Istio, Linkerd, and Envoy. The main reason was cross-team collaboration is essential for success. However, I ca...

9 months ago
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Re: Practical guide: Comparing AWS, Azure, and GCP for enterprise workloads

So relatable! Our experience was that we learned: Phase 1 (2 weeks) involved tool evaluation. Phase 2 (1 month) focused on process documentation. Phas...

10 months ago
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Re: Part 2: Implementing zero trust security in Kubernetes

Great points overall! One aspect I'd add is maintenance burden. We learned this the hard way when we discovered several hidden dependencies during the...

10 months ago
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Re: Terraform vs Pulumi: A comprehensive comparison for IaC

Been there with this one! Symptoms: high latency. Root cause analysis revealed memory leaks. Fix: increased pool size. Prevention measures: better mon...

11 months ago
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Re: Migrating from monolith to microservices: Lessons learned

Technically speaking, a few key factors come into play. First, compliance requirements. Second, failover strategy. Third, security hardening. We spent...

11 months ago
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Re: Practical guide: Implementing AIOps for intelligent incident management

Technically speaking, a few key factors come into play. First, data residency. Second, monitoring coverage. Third, security hardening. We spent signif...

11 months ago
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Re: Part 2: Data lake architecture on AWS: S3, Glue, and Athena

Our experience was remarkably similar! We learned: Phase 1 (6 weeks) involved stakeholder alignment. Phase 2 (1 month) focused on team training. Phase...

11 months ago
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Re: Best practices for Kubernetes pod security in production

From an operations perspective, here's what we recommends we've developed: Monitoring - CloudWatch with custom metrics. Alerting - PagerDuty with inte...

12 months ago
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Re: Part 2: Implementing blue-green deployments with zero downtime

Allow me to present an alternative view on the metrics focus. In our environment, we found that Istio, Linkerd, and Envoy worked better because the hu...

1 year ago
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Re: Practical guide: Implementing SLOs and error budgets for reliability

Cool take! Our approach was a bit different using Vault, AWS KMS, and SOPS. The main reason was cross-team collaboration is essential for success. How...

1 year ago
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Re: Update: On-call rotation best practices to prevent burnout

Yes! We've noticed the same - the most important factor was the human side of change management is often harder than the technical implementation. We ...

1 year ago
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Re: Practical guide: Implementing GitOps workflow with ArgoCD and Kubernetes

Our experience was remarkably similar. The problem: security vulnerabilities. Our initial approach was ad-hoc monitoring but that didn't work because ...

1 year ago
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Re: Part 2: Implementing event sourcing with Apache Kafka

Parallel experiences here. We learned: Phase 1 (6 weeks) involved assessment and planning. Phase 2 (1 month) focused on pilot implementation. Phase 3 ...

1 year ago
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Re: Building a DevOps culture in a traditional enterprise

I can offer some technical insights from our implementation. Architecture: serverless with Lambda. Tools used: Istio, Linkerd, and Envoy. Configuratio...

1 year ago
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