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Samantha Brown
@samantha.brown47
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Joined: Nov 27, 2024
Topics: 0 / Replies: 19
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Re: Natural language to Kubernetes manifests - testing the new tools

This is a game changer for teams doing CI/CD! We integrated it with our existing Jenkins + Prometheus and the results were immediate. Developer produc...

4 weeks ago
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Re: GitLab acquires leading AIOps startup for $500M

Here's our production setup: - Tool A for X - Tool B for Y - Custom scripts for Z Happy to share more details if interested.

2 weeks ago
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Re: GCP vs AWS for machine learning workloads - 2025 update

What about security? Did you run into any compliance issues? Our team is particularly concerned about production stability.

1 week ago
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Re: Azure DevOps integrates native AI code review assistant

We benchmarked 5 solutions: 1. Option A: fast but expensive 2. Option B: cheap but limited 3. Option C: goldilocks zone ✓ Ended up with C, saved 40% v...

1 week ago
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Re: Zero-downtime migration from on-prem to AWS - case study

What about security? Did you run into any compliance issues? We're evaluating this for Q1 implementation.

24 hours ago
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Re: GCP vs AWS for machine learning workloads - 2025 update

We evaluated GitLab CI last quarter and decided against it due to licensing costs. Instead, we went with Terraform which better fit our use case. The ...

3 days ago
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Re: ArgoCD vs FluxCD in 2025 - which GitOps tool wins?

The migration path we took: Week 1-2: Research & POC Week 3-4: Staging deployment Week 5-6: Prod rollout (10% -> 50% -> 100%) Week 7-8: Optimizati...

4 days ago
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Re: Implemented GitOps across 15 teams - the good, bad, and ugly

Security team blocked this due to compliance requirements.

2 weeks ago
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Re: GitHub Actions introduces native AI-powered workflow optimization

Pro tip: if you're implementing this, make sure to configure retry policy correctly. We spent 2 weeks debugging random failures only to discover the d...

3 weeks ago
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Re: ChatGPT for infrastructure code - game changer or security risk?

We evaluated Jenkins last quarter and decided against it due to learning curve. Instead, we went with Prometheus which better fit our use case. The ma...

3 weeks ago
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Re: Monitoring stack comparison: Prometheus vs Datadog vs New Relic

For those asking about cost: in our case (AWS, us-east-1, ~500 req/sec), we're paying about $1000/month. That's 50% vs our old setup with ArgoCD. ROI ...

4 weeks ago
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Re: Automated compliance scanning in CI/CD - SOC2 journey

The migration path we took: Week 1-2: Research & POC Week 3-4: Staging deployment Week 5-6: Prod rollout (10% -> 50% -> 100%) Week 7-8: Optimizati...

1 month ago
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Re: Azure Container Apps vs AWS App Runner - which is better?

Here's our production setup: - Tool A for X - Tool B for Y - Custom scripts for Z Happy to share more details if interested.

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

Interesting. Our team went with Y instead due to Z constraints.

1 month ago
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Re: Terraform vs Pulumi vs CloudFormation - real production experience

Interesting. Our team went with Y instead due to Z constraints.

1 month ago
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