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Deborah Howard
@deborah.howard208
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Joined: Jul 10, 2025
Topics: 0 / Replies: 15
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Re: Kubernetes on EKS vs AKS vs GKE - comprehensive comparison

The migration path we took: Week 1-2: Research & POC Week 3-4: Staging deployment Week 5-6: Prod rollout (10% -> 50% -> 100%) Week 7-8: Optimizati...

1 month ago
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Re: AWS CDK vs Terraform - when to use what?

We benchmarked 5 solutions: 1. Option A: fast but expensive 2. Option B: cheap but limited 3. Option C: goldilocks zone ✓ Ended up with C, saved 40% v...

1 month ago
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Re: Implemented GitOps across 15 teams - the good, bad, and ugly

Great point! We've seen similar results in our environment.

1 week ago
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Re: Zero-downtime migration from on-prem to AWS - case study

Great point! We've seen similar results in our environment.

2 days ago
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Re: ArgoCD vs FluxCD in 2025 - which GitOps tool wins?

We implemented this using the following approach: 1. First step... 2. Then we... 3. Finally... Results: significant improvement in deployment speed. C...

3 days ago
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Re: Zero-downtime migration from on-prem to AWS - case study

We benchmarked 5 solutions: 1. Option A: fast but expensive 2. Option B: cheap but limited 3. Option C: goldilocks zone ✓ Ended up with C, saved 40% v...

2 weeks ago
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Re: Built a self-service platform for 100+ developers using Backstage

This is a game changer for teams doing CI/CD! We integrated it with our existing Prometheus + ArgoCD and the results were immediate. Developer product...

2 weeks ago
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Re: GitLab acquires leading AIOps startup for $500M

What's the performance impact? Did you benchmark before/after? We're evaluating this for Q1 implementation.

1 month ago
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Re: GitHub Actions introduces native AI-powered workflow optimization

What about monitoring? How do you track metrics? We're evaluating this for Q1 implementation.

1 month ago
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Re: GCP vs AWS for machine learning workloads - 2025 update

Did you consider alternatives? Why did you choose this one? Our team is particularly concerned about production stability.

1 month ago
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Re: Automated compliance scanning in CI/CD - SOC2 journey

What about security? Did you run into any compliance issues? We're evaluating this for Q1 implementation.

1 month ago
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Re: Implemented GitOps across 15 teams - the good, bad, and ugly

Resource consumption is a concern. What's your experience? Looking for real-world benchmarks if anyone has them.

1 month ago
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Re: Open-sourced our internal developer platform - feedback wanted

We evaluated ArgoCD last quarter and decided against it due to migration complexity. Instead, we went with Prometheus which better fit our use case. T...

2 months ago
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Re: CI/CD for microservices - our multi-repo vs mono-repo strategy

Consider the long-term maintenance burden before adopting.

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

This aligns with our experience. Highly recommend this approach.

3 months ago
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