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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 ...

3 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...

3 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...

3 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...

4 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...

4 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...

4 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...

4 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...

5 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...

5 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 ...

5 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,...

5 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...

5 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...

5 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...

5 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...

5 months ago
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