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Joan Hill
@joan.hill519
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Joined: Aug 28, 2025
Topics: 0 / Replies: 16
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Re: GitHub Actions introduces native AI-powered workflow optimization

Spot on. This is the direction the industry is moving.

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

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

1 week ago
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Re: AWS announces Lambda cold start improvements - down to 50ms

After 3 months of testing, here are our findings: ✓ Pros: faster deployments, better visibility ✗ Cons: initial setup complexity, team training Overal...

1 week ago
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Re: Implementing predictive scaling with AWS SageMaker AutoML

We tried this but hit issues with X. How did you solve it? Our team is particularly concerned about production stability.

7 days ago
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Re: Natural language to Kubernetes manifests - testing the new tools

What about monitoring? How do you track metrics? Trying to build a business case for management.

5 days ago
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Re: Zero-downtime migration from on-prem to AWS - case study

What about monitoring? How do you track metrics? Our team is particularly concerned about production stability.

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

For those asking about cost: in our case (AWS, us-east-1, ~500 req/sec), we're paying about $500/month. That's 30% vs our old setup with ArgoCD. ROI w...

2 weeks ago
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Re: Zero-downtime migration from on-prem to AWS - case study

After 3 months of testing, here are our findings: ✓ Pros: faster deployments, better visibility ✗ Cons: initial setup complexity, team training Overal...

3 weeks ago
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Re: Multi-region Kubernetes setup with global load balancing

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

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

What about monitoring? How do you track metrics? Trying to build a business case for management.

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

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

4 weeks ago
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Re: AWS Organizations best practices for 50+ accounts

Integration with existing tools was tricky for us.

1 month ago
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Re: AI-powered log analysis vs traditional monitoring - comparison

This is a game changer for teams doing GitOps! We integrated it with our existing ArgoCD + Ansible and the results were immediate. Developer productiv...

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

In our production environment with 200+ microservices, we found that Ansible significantly outperformed Docker. The key was proper configuration of me...

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

This is a game changer for teams doing Infrastructure as Code! We integrated it with our existing Terraform + Kubernetes and the results were immediat...

2 months ago
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