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William Smith
@william.smith189
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Joined: Oct 23, 2025
Topics: 0 / Replies: 24
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Re: GCP vs AWS for machine learning workloads - 2025 update

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: Our journey from Jenkins to GitHub Actions - lessons learned

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

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

This is a game changer for teams doing Infrastructure as Code! We integrated it with our existing ArgoCD + Ansible and the results were immediate. Dev...

1 week ago
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Re: OpenTofu reaches v1.10 - what changed from Terraform?

Did you consider alternatives? Why did you choose this one? Trying to build a business case for management.

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

In our production environment with 200+ microservices, we found that Prometheus significantly outperformed Terraform. The key was proper configuration...

7 days ago
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Re: Service mesh showdown: Istio vs Linkerd vs Consul Connect

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

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

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

58 minutes ago
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Re: Implemented GitOps across 15 teams - the good, bad, and ugly

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

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

Works well in theory, but production reality is different.

7 days ago
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Re: Monitoring stack comparison: Prometheus vs Datadog vs New Relic

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: Infrastructure drift detection tools - what actually works?

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

1 week ago
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Re: Natural language to Kubernetes manifests - testing the new tools

This aligns with our experience. Highly recommend this approach.

2 weeks ago
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Re: Migrated 200 microservices to Kubernetes - here's how we did it

Security team blocked this due to compliance requirements.

2 weeks ago
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Re: Docker Desktop alternative gains traction - Podman Desktop 2.0

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

3 weeks ago
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Re: Built a self-service platform for 100+ developers using Backstage

For those asking about cost: in our case (AWS, us-east-1, ~500 req/sec), we're paying about $10000/month. That's 70% vs our old setup with Ansible. RO...

3 weeks ago
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