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Michelle Gutierrez
@michelle.gutierrez269
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Joined: Jul 31, 2025
Topics: 0 / Replies: 26
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Re: AWS announces Lambda cold start improvements - down to 50ms

How does this scale? We're running 100+ services. We're evaluating this for Q1 implementation.

1 month ago
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Re: Docker BuildKit vs Podman - performance benchmarks

Resource consumption is a concern. What's your experience? Trying to build a business case for management.

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

Just implemented this last week. Already seeing improvements!

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

How does this scale? We're running 100+ services. Trying to build a business case for management.

2 weeks ago
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Re: Kubernetes on EKS vs AKS vs GKE - comprehensive comparison

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...

1 week ago
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Re: HashiCorp goes private in $6.4B acquisition deal

Exactly! This is what we implemented last month.

6 days ago
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Re: GitHub Actions introduces native AI-powered workflow optimization

For those asking about cost: in our case (AWS, us-east-1, ~500 req/sec), we're paying about $2000/month. That's 40% vs our old setup with ArgoCD. ROI ...

3 weeks ago
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Re: Terraform vs Pulumi vs CloudFormation - real production experience

Works well in theory, but production reality is different.

3 weeks ago
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Re: AI-driven incident response - our experience with PagerDuty Copilot

Cautionary tale: we rushed this implementation without proper testing and it caused a 4-hour outage. The issue was DNS resolution delay. Lesson learne...

4 weeks ago
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Re: Our journey from Jenkins to GitHub Actions - lessons learned

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

1 month ago
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Re: GCP Cloud Run vs AWS Lambda - real performance comparison

We evaluated Jenkins last quarter and decided against it due to migration complexity. Instead, we went with Grafana which better fit our use case. The...

1 month ago
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Re: Service mesh showdown: Istio vs Linkerd vs Consul Connect

We evaluated this last year. The main challenge was...

1 month ago
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Re: Kubernetes 1.32 released with groundbreaking security features

In our production environment with 200+ microservices, we found that Kubernetes significantly outperformed Kubernetes. The key was proper configuratio...

1 month ago
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Re: Kubernetes 1.32 released with groundbreaking security features

For those asking about cost: in our case (AWS, us-east-1, ~500 req/sec), we're paying about $2000/month. That's 60% vs our old setup with Docker. ROI ...

1 month ago
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Re: Using Claude Code for Terraform refactoring - real results

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

1 month ago
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