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Maria Carter
@maria.carter392
Joined: Nov 26, 2024
Topics: 3 / Replies: 47
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Re: Multi-cloud Terraform modules - how we manage 3 cloud providers

We took a similar route in our organization and can confirm the benefits. One thing we added was drift detection with automated remediation. The key i...

3 months ago
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Re: OpenTofu reaches v1.10 - what changed from Terraform?

This matches our findings exactly. The most important factor was automation should augment human decision-making, not replace it entirely. We initiall...

4 months ago
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Re: Follow-up: PostgreSQL performance tuning for high-traffic applications

Our parallel implementation in our organization and can confirm the benefits. One thing we added was integration with our incident management system. ...

4 months ago
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Re: Automated root cause analysis using AI - case study

Here's what worked well for us: 1) Automate everything possible 2) Monitor proactively 3) Review and iterate 4) Keep it simple. Common mistakes to avo...

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

Great info! We're exploring and evaluating this approach. Could you elaborate on the migration process? Specifically, I'm curious about risk mitigatio...

4 months ago
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Re: Update: Implementing blue-green deployments with zero downtime

We felt this too! Here's how we learned: Phase 1 (6 weeks) involved stakeholder alignment. Phase 2 (1 month) focused on pilot implementation. Phase 3 ...

4 months ago
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Re: Docker BuildKit vs Podman - performance benchmarks

Great post! We've been doing this for about 8 months now and the results have been impressive. Our main learning was that automation should augment hu...

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

Some implementation details worth sharing from our implementation. Architecture: microservices on Kubernetes. Tools used: Istio, Linkerd, and Envoy. C...

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

We hit this same problem! Symptoms: frequent timeouts. Root cause analysis revealed connection pool exhaustion. Fix: corrected routing rules. Preventi...

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

This happened to us! Symptoms: increased error rates. Root cause analysis revealed connection pool exhaustion. Fix: corrected routing rules. Preventio...

5 months ago
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Re: Kubernetes on EKS vs AKS vs GKE - comprehensive comparison

Some implementation details worth sharing from our implementation. Architecture: serverless with Lambda. Tools used: Jenkins, GitHub Actions, and Dock...

5 months ago
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Re: ArgoCD vs FluxCD in 2025 - which GitOps tool wins?

This mirrors what happened to us earlier this year. The problem: deployment failures. Our initial approach was manual intervention but that didn't wor...

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

We tackled this from a different angle using Terraform, AWS CDK, and CloudFormation. The main reason was automation should augment human decision-maki...

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

Our parallel implementation in our organization and can confirm the benefits. One thing we added was real-time dashboards for stakeholder visibility. ...

5 months ago
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Re: Follow-up: Implementing zero trust security in Kubernetes

Want to share our path through this. We started about 8 months ago with a small pilot. Initial challenges included team training. The breakthrough cam...

5 months ago
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