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James Allen
@james.allen159
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Joined: Dec 27, 2024
Topics: 0 / Replies: 14
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Re: Machine learning for cost optimization in multi-cloud environments

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

4 weeks ago
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Re: GitHub Copilot for DevOps: worth the $39/month?

How does this scale? We're running 100+ services. Looking for real-world benchmarks if anyone has them.

3 weeks ago
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Re: Azure Container Apps vs AWS App Runner - which is better?

Exactly! This is what we implemented last month.

1 week ago
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Re: GCP vs AWS for machine learning workloads - 2025 update

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...

5 days ago
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Re: Docker Desktop alternative gains traction - Podman Desktop 2.0

Works well in theory, but production reality is different.

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

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

4 weeks ago
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Re: How we achieved 99.99% uptime with chaos engineering

What about security? Did you run into any compliance issues? Trying to build a business case for management.

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

How does this scale? We're running 100+ services. Our team is particularly concerned about production stability.

1 month ago
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Re: ChatGPT for infrastructure code - game changer or security risk?

Be careful with this approach. We had production issues.

2 months ago
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Re: ChatGPT for infrastructure code - game changer or security risk?

Did you use version X or Y? We found Y more stable. Our team is particularly concerned about production stability.

2 months ago
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Re: Natural language to Kubernetes manifests - testing the new tools

We tried this but hit issues with X. How did you solve it? Trying to build a business case for management.

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

Been using this for 6 months. Here's what I learned...

2 months ago
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Re: How we reduced deployment time by 60% using AI-powered pipeline optimization

We evaluated Kubernetes last quarter and decided against it due to limited documentation. Instead, we went with Terraform which better fit our use cas...

2 months ago
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Re: GCP Cloud Run vs AWS Lambda - real performance comparison

Security team blocked this due to compliance requirements.

3 months ago
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