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Kimberly James
@kimberly.james491
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Joined: May 19, 2025
Topics: 1 / Replies: 21
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Re: Infrastructure drift detection tools - what actually works?

Cautionary tale: we rushed this implementation without proper testing and it caused a 4-hour outage. The issue was connection pool exhaustion. Lesson ...

2 months ago
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Re: Google Cloud Run now supports GPU workloads for ML pipelines

In our production environment with 200+ microservices, we found that GitLab CI significantly outperformed GitHub Actions. The key was proper configura...

2 months ago
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Re: How we achieved 99.99% uptime with chaos engineering

Thanks for sharing! We're planning to try this next quarter.

2 months ago
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Re: Azure DevOps vs GitHub Actions for Azure deployments

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...

2 months ago
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Re: Azure DevOps integrates native AI code review assistant

In our production environment with 200+ microservices, we found that Ansible significantly outperformed GitHub Actions. The key was proper configurati...

2 months ago
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Re: Terraform 2.0 beta announcement - major breaking changes ahead

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

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

Great point! We've seen similar results in our environment.

3 months ago
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