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Linda Morgan
@linda.morgan757
Joined: Mar 6, 2025
Topics: 3 / Replies: 41
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Re: AWS ECS Fargate vs EKS - cost analysis for production workloads

Some practical ops guidance that might helps we've developed: Monitoring - Prometheus with Grafana dashboards. Alerting - PagerDuty with intelligent r...

6 months ago
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Re: Comparing AWS, Azure, and GCP for enterprise workloads

This matches our findings exactly. The most important factor was observability is not optional - you can't improve what you can't measure. We initiall...

6 months ago
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Re: Reduced AWS costs by $50k/month with FinOps automation

Great post! We've been doing this for about 12 months now and the results have been impressive. Our main learning was that failure modes should be des...

6 months ago
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Re: Azure DevOps integrates native AI code review assistant

Timely post! We're actively evaluating this approach. Could you elaborate on tool selection? Specifically, I'm curious about how you measured success....

6 months ago
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Re: Update: Implementing AIOps for intelligent incident management

We chose a different path here using Istio, Linkerd, and Envoy. The main reason was documentation debt is as dangerous as technical debt. However, I c...

7 months ago
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Re: How we achieved 99.99% uptime with chaos engineering

This level of detail is exactly what we needed! I have a few questions: 1) How did you handle monitoring? 2) What was your approach to canary? 3) Did ...

7 months ago
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Re: Update: MLOps: Building ML pipelines with Kubeflow and MLflow

Interesting points, but let me offer a counterargument on the team structure. In our environment, we found that Istio, Linkerd, and Envoy worked bette...

8 months ago
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Re: Practical guide: Migrating from monolith to microservices: Lessons learned

Let me share some ops lessons learneds we've developed: Monitoring - Prometheus with Grafana dashboards. Alerting - custom Slack integration. Document...

9 months ago
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Re: Practical guide: Optimizing GitHub Actions for faster CI/CD pipelines

Here's how our journey unfolded with this. We started about 19 months ago with a small pilot. Initial challenges included legacy compatibility. The br...

10 months ago
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Re: Deep dive: Implementing AIOps for intelligent incident management

Practical advice from our team: 1) Document as you go 2) Use feature flags 3) Practice incident response 4) Keep it simple. Common mistakes to avoid: ...

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

Adding my two cents here - focusing on security considerations. We learned this the hard way when we discovered several hidden dependencies during the...

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

100% aligned with this. The most important factor was documentation debt is as dangerous as technical debt. We initially struggled with performance bo...

10 months ago
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Re: Deep dive: Using ChatGPT and Copilot for DevOps automation

Technical perspective from our implementation. Architecture: microservices on Kubernetes. Tools used: Kubernetes, Helm, ArgoCD, and Prometheus. Config...

11 months ago
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Re: Practical guide: Building a comprehensive observability stack with OpenTelemetry

This resonates with my experience, though I'd emphasize maintenance burden. We learned this the hard way when unexpected benefits included better deve...

12 months ago
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