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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...

3 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...

4 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...

4 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...

4 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...

4 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...

4 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 ...

4 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...

5 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 ...

5 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...

5 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...

5 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...

5 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...

5 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 ...

6 months 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...

6 months ago
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