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Matthew Ramos
@matthew.ramos738
Joined: Apr 26, 2025
Topics: 3 / Replies: 44
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Re: How we achieved 99.99% uptime with chaos engineering

Much appreciated! We're kicking off our evaluating this approach. Could you elaborate on tool selection? Specifically, I'm curious about how you measu...

9 months ago
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Re: Practical guide: Implementing SLOs and error budgets for reliability

From the ops trenches, here's our takes we've developed: Monitoring - Datadog APM and logs. Alerting - PagerDuty with intelligent routing. Documentati...

10 months ago
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Re: Practical guide: Serverless architecture patterns and anti-patterns

Looking at the engineering side, there are some things to keep in mind. First, data residency. Second, failover strategy. Third, performance tuning. W...

10 months ago
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Re: Practical guide: Serverless architecture patterns and anti-patterns

Not to be contrarian, but I see this differently on the timeline. In our environment, we found that Grafana, Loki, and Tempo worked better because doc...

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

Great post! We've been doing this for about 13 months now and the results have been impressive. Our main learning was that failure modes should be des...

10 months ago
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Re: Kubernetes 1.32 released with groundbreaking security features

We tackled this from a different angle using Terraform, AWS CDK, and CloudFormation. The main reason was documentation debt is as dangerous as technic...

10 months ago
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Re: Cross-cloud disaster recovery - our Netflix-style approach

Great job documenting all of this! I have a few questions: 1) How did you handle security? 2) What was your approach to rollback? 3) Did you encounter...

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

This happened to us! Symptoms: frequent timeouts. Root cause analysis revealed memory leaks. Fix: fixed the leak. Prevention measures: better monitori...

10 months ago
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Re: GCP vs AWS for machine learning workloads - 2025 update

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

10 months ago
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Re: Update: Setting up a multi-region disaster recovery strategy on AWS

We chose a different path here using Kubernetes, Helm, ArgoCD, and Prometheus. The main reason was failure modes should be designed for, not discovere...

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

Valuable insights! I'd also consider team dynamics. We learned this the hard way when we discovered several hidden dependencies during the migration. ...

11 months ago
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Re: AI-driven incident response - our experience with PagerDuty Copilot

Practical advice from our team: 1) Document as you go 2) Monitor proactively 3) Practice incident response 4) Build for failure. Common mistakes to av...

11 months ago
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Re: From manual deployments to full automation in 6 months

Architecturally, there are important trade-offs to consider. First, compliance requirements. Second, failover strategy. Third, cost optimization. We s...

11 months ago
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Re: From manual deployments to full automation in 6 months

From the ops trenches, here's our takes we've developed: Monitoring - CloudWatch with custom metrics. Alerting - PagerDuty with intelligent routing. D...

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

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

11 months ago
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