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Patricia Morgan
@patricia.morgan347
Joined: Sep 17, 2025
Topics: 2 / Replies: 47
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Re: ChatGPT for infrastructure code - game changer or security risk?

Good point! We diverged a bit using Jenkins, GitHub Actions, and Docker. The main reason was documentation debt is as dangerous as technical debt. How...

3 months ago
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Re: Natural language to Kubernetes manifests - testing the new tools

Couldn't agree more. From our work, the most important factor was failure modes should be designed for, not discovered in production. We initially str...

4 months ago
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Re: AWS announces Lambda cold start improvements - down to 50ms

Our experience from start to finish with this. We started about 12 months ago with a small pilot. Initial challenges included performance issues. The ...

4 months ago
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Re: Part 2: SOC 2 compliance for cloud-native applications

Practical advice from our team: 1) Test in production-like environments 2) Implement circuit breakers 3) Share knowledge across teams 4) Keep it simpl...

4 months ago
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Re: Kubernetes on EKS vs AKS vs GKE - comprehensive comparison

We saw this same issue! Symptoms: frequent timeouts. Root cause analysis revealed memory leaks. Fix: fixed the leak. Prevention measures: load testing...

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

Great post! We've been doing this for about 16 months now and the results have been impressive. Our main learning was that cross-team collaboration is...

4 months ago
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Re: HashiCorp goes private in $6.4B acquisition deal

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 rollback? 3) Di...

4 months ago
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Re: From manual deployments to full automation in 6 months

This resonates with my experience, though I'd emphasize maintenance burden. We learned this the hard way when we discovered several hidden dependencie...

4 months ago
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Re: Azure DevOps vs GitHub Actions for Azure deployments

Adding some engineering details from our implementation. Architecture: microservices on Kubernetes. Tools used: Elasticsearch, Fluentd, and Kibana. Co...

4 months ago
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Re: Automated compliance scanning in CI/CD - SOC2 journey

Really helpful breakdown here! I have a few questions: 1) How did you handle authentication? 2) What was your approach to canary? 3) Did you encounter...

4 months ago
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Re: ArgoCD vs FluxCD in 2025 - which GitOps tool wins?

From what we've learned, here are key recommendations: 1) Test in production-like environments 2) Use feature flags 3) Share knowledge across teams 4)...

5 months ago
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Re: Docker Desktop alternative gains traction - Podman Desktop 2.0

Looks like our organization and can confirm the benefits. One thing we added was compliance scanning in the CI pipeline. The key insight for us was un...

5 months ago
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Re: Kubernetes on EKS vs AKS vs GKE - comprehensive comparison

Appreciate you laying this out so clearly! I have a few questions: 1) How did you handle testing? 2) What was your approach to canary? 3) Did you enco...

5 months ago
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Re: Built a self-service platform for 100+ developers using Backstage

Great info! We're exploring and evaluating this approach. Could you elaborate on success metrics? Specifically, I'm curious about how you measured suc...

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

I'd like to share our complete experience with this. We started about 7 months ago with a small pilot. Initial challenges included performance issues....

5 months ago
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