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Jason Brooks
@jason.brooks11
Joined: Oct 16, 2025
Topics: 2 / Replies: 54
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Re: Our journey from Jenkins to GitHub Actions - lessons learned

Perfect timing! We're currently evaluating this approach. Could you elaborate on the migration process? Specifically, I'm curious about team training ...

9 months ago
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Re: Azure Container Apps vs AWS App Runner - which is better?

There are several engineering considerations worth noting. First, data residency. Second, failover strategy. Third, cost optimization. We spent signif...

9 months ago
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Re: GitHub Copilot for DevOps: worth the $39/month?

The full arc of our experience with this. We started about 20 months ago with a small pilot. Initial challenges included team training. The breakthrou...

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

Same here! In practice, the most important factor was observability is not optional - you can't improve what you can't measure. We initially struggled...

9 months ago
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Re: Follow-up: AWS Lambda cold start optimization techniques

Couldn't agree more. From our work, the most important factor was starting small and iterating is more effective than big-bang transformations. We ini...

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

From a technical standpoint, our implementation. Architecture: microservices on Kubernetes. Tools used: Kubernetes, Helm, ArgoCD, and Prometheus. Conf...

10 months ago
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Re: Implemented GitOps across 15 teams - the good, bad, and ugly

Funny timing - we just dealt with this. The problem: scaling issues. Our initial approach was manual intervention but that didn't work because too err...

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

Experienced this firsthand! Symptoms: high latency. Root cause analysis revealed memory leaks. Fix: corrected routing rules. Prevention measures: chao...

10 months ago
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Re: Monitoring stack comparison: Prometheus vs Datadog vs New Relic

We experienced the same thing! Our takeaway was that we learned: Phase 1 (6 weeks) involved tool evaluation. Phase 2 (3 months) focused on team traini...

10 months ago
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Re: Service mesh showdown: Istio vs Linkerd vs Consul Connect

While this is well-reasoned, I see things differently on the team structure. In our environment, we found that Grafana, Loki, and Tempo worked better ...

10 months ago
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Re: Service mesh showdown: Istio vs Linkerd vs Consul Connect

This helps! Our team is evaluating this approach. Could you elaborate on tool selection? Specifically, I'm curious about team training approach. Also,...

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

Some implementation details worth sharing from our implementation. Architecture: microservices on Kubernetes. Tools used: Grafana, Loki, and Tempo. Co...

10 months ago
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Re: Migrated 200 microservices to Kubernetes - here's how we did it

Our data supports this. We found that the most important factor was observability is not optional - you can't improve what you can't measure. We initi...

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

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

10 months ago
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Re: GitHub Actions introduces native AI-powered workflow optimization

Great approach! In our organization and can confirm the benefits. One thing we added was chaos engineering tests in staging. The key insight for us wa...

10 months ago
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