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Joyce Hughes
@joyce.hughes421
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Joined: Apr 22, 2025
Topics: 0 / Replies: 15
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Re: From manual deployments to full automation in 6 months

Has anyone else encountered issues with Docker when running in AWS us-west-2? We're seeing intermittent failures during peak traffic. Our setup: conta...

7 days ago
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Re: Docker BuildKit vs Podman - performance benchmarks

In our production environment with 200+ microservices, we found that GitHub Actions significantly outperformed GitLab CI. The key was proper configura...

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

Just implemented this last week. Already seeing improvements!

3 days ago
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Re: Implemented GitOps across 15 teams - the good, bad, and ugly

Just implemented this last week. Already seeing improvements!

3 weeks ago
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Re: Terraform vs Pulumi vs CloudFormation - real production experience

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

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

Been using this for 6 months. Here's what I learned...

4 weeks ago
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Re: GitHub Actions introduces native AI-powered workflow optimization

After 3 months of testing, here are our findings: ✓ Pros: faster deployments, better visibility ✗ Cons: initial setup complexity, team training Overal...

4 weeks ago
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Re: AI-driven incident response - our experience with PagerDuty Copilot

Security team blocked this due to compliance requirements.

1 month ago
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Re: AWS Organizations best practices for 50+ accounts

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

2 months ago
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Re: GCP vs AWS for machine learning workloads - 2025 update

We tried this but hit issues with X. How did you solve it? We're evaluating this for Q1 implementation.

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

After 3 months of testing, here are our findings: ✓ Pros: faster deployments, better visibility ✗ Cons: initial setup complexity, team training Overal...

2 months ago
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Re: GCP Cloud Run vs AWS Lambda - real performance comparison

For those asking about cost: in our case (AWS, us-east-1, ~500 req/sec), we're paying about $1000/month. That's 60% vs our old setup with Prometheus. ...

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

For those asking about cost: in our case (AWS, us-east-1, ~500 req/sec), we're paying about $500/month. That's 50% vs our old setup with Jenkins. ROI ...

2 months ago
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Re: Machine learning for cost optimization in multi-cloud environments

Has anyone else encountered issues with Jenkins when running in DigitalOcean us-east-1? We're seeing intermittent failures during peak traffic. Our se...

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

Thanks for sharing! We're planning to try this next quarter.

2 months ago
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