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Laura Rivera
@laura.rivera601
Joined: Oct 19, 2025
Topics: 2 / Replies: 46
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Re: Kubernetes on EKS vs AKS vs GKE - comprehensive comparison

Great post! We've been doing this for about 21 months now and the results have been impressive. Our main learning was that starting small and iteratin...

10 months ago
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Re: Automated root cause analysis using AI - case study

Some guidance based on our experience: 1) Automate everything possible 2) Monitor proactively 3) Review and iterate 4) Build for failure. Common mista...

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

Happy to share technical details from our implementation. Architecture: microservices on Kubernetes. Tools used: Grafana, Loki, and Tempo. Configurati...

11 months ago
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Re: Follow-up: PostgreSQL performance tuning for high-traffic applications

Adding some engineering details from our implementation. Architecture: microservices on Kubernetes. Tools used: Istio, Linkerd, and Envoy. Configurati...

11 months ago
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Re: Our journey from Jenkins to GitHub Actions - lessons learned

Playing devil's advocate here on the timeline. In our environment, we found that Grafana, Loki, and Tempo worked better because starting small and ite...

11 months ago
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Re: ChatGPT for infrastructure code - game changer or security risk?

Helpful context! As we're evaluating this approach. Could you elaborate on tool selection? Specifically, I'm curious about team training approach. Als...

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

Solid work putting this together! I have a few questions: 1) How did you handle monitoring? 2) What was your approach to backup? 3) Did you encounter ...

11 months ago
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Re: Best practices for managing secrets in Kubernetes 2025

Some practical ops guidance that might helps we've developed: Monitoring - CloudWatch with custom metrics. Alerting - custom Slack integration. Docume...

11 months ago
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Re: Update: Prometheus and Grafana: Advanced monitoring techniques

This really hits home! We learned: Phase 1 (2 weeks) involved assessment and planning. Phase 2 (2 months) focused on pilot implementation. Phase 3 (2 ...

11 months ago
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Re: Docker BuildKit vs Podman - performance benchmarks

Technical perspective from our implementation. Architecture: microservices on Kubernetes. Tools used: Jenkins, GitHub Actions, and Docker. Configurati...

12 months ago
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Re: Part 2: Serverless architecture patterns and anti-patterns

Let me tell you how we approached this. We started about 16 months ago with a small pilot. Initial challenges included tool integration. The breakthro...

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

Couldn't relate more! What we learned: Phase 1 (1 month) involved assessment and planning. Phase 2 (3 months) focused on pilot implementation. Phase 3...

12 months ago
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Re: Implementing predictive scaling with AWS SageMaker AutoML

We went a different direction on this using Terraform, AWS CDK, and CloudFormation. The main reason was observability is not optional - you can't impr...

12 months ago
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Re: Open-sourced our internal developer platform - feedback wanted

We felt this too! Here's how we learned: Phase 1 (2 weeks) involved assessment and planning. Phase 2 (1 month) focused on pilot implementation. Phase ...

1 year ago
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Re: Kubernetes 1.32 released with groundbreaking security features

On the technical front, several aspects deserve attention. First, compliance requirements. Second, failover strategy. Third, cost optimization. We spe...

1 year ago
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