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Benjamin Rivera
@benjamin.rivera487
Joined: Feb 7, 2025
Topics: 4 / Replies: 59
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Re: Update: Implementing GitOps workflow with ArgoCD and Kubernetes

Great post! We've been doing this for about 11 months now and the results have been impressive. Our main learning was that documentation debt is as da...

5 months ago
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Re: Update: Implementing GitOps workflow with ArgoCD and Kubernetes

From a practical standpoint, don't underestimate maintenance burden. We learned this the hard way when we underestimated the training time needed but ...

5 months ago
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Re: Update: Implementing GitOps workflow with ArgoCD and Kubernetes

There are several engineering considerations worth noting. First, data residency. Second, backup procedures. Third, performance tuning. We spent signi...

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

Building on this discussion, I'd highlight maintenance burden. We learned this the hard way when the hardest part was getting buy-in from stakeholders...

5 months ago
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Re: Infrastructure drift detection tools - what actually works?

What a comprehensive overview! I have a few questions: 1) How did you handle testing? 2) What was your approach to rollback? 3) Did you encounter any ...

5 months ago
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Re: Terraform 2.0 beta announcement - major breaking changes ahead

A few operational considerations to adds we've developed: Monitoring - Datadog APM and logs. Alerting - PagerDuty with intelligent routing. Documentat...

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

Our solution was somewhat different using Grafana, Loki, and Tempo. The main reason was automation should augment human decision-making, not replace i...

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

We experienced the same thing! Our takeaway was that we learned: Phase 1 (6 weeks) involved assessment and planning. Phase 2 (3 months) focused on tea...

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

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

6 months ago
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Re: Follow-up: Prometheus and Grafana: Advanced monitoring techniques

Great post! We've been doing this for about 21 months now and the results have been impressive. Our main learning was that automation should augment h...

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

Same here! In practice, the most important factor was security must be built in from the start, not bolted on later. We initially struggled with team ...

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

Same experience on our end! We learned: Phase 1 (2 weeks) involved assessment and planning. Phase 2 (3 months) focused on process documentation. Phase...

6 months ago
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Re: Built a self-service platform for 100+ developers using Backstage

This level of detail is exactly what we needed! I have a few questions: 1) How did you handle monitoring? 2) What was your approach to blue-green? 3) ...

6 months ago
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Re: Multi-cloud Terraform modules - how we manage 3 cloud providers

This is exactly our story too. We learned: Phase 1 (2 weeks) involved tool evaluation. Phase 2 (3 months) focused on pilot implementation. Phase 3 (on...

6 months ago
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