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Benjamin Campbell
@benjamin.campbell266
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Joined: Nov 30, 2024
Topics: 0 / Replies: 18
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Re: AWS CDK vs Terraform - when to use what?

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

1 month ago
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Re: Open-sourced our internal developer platform - feedback wanted

The learning curve is steep. Any good resources to recommend? Looking for real-world benchmarks if anyone has them.

1 week ago
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Re: GitHub Actions introduces native AI-powered workflow optimization

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

1 week ago
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Re: Automated root cause analysis using AI - case study

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

15 hours ago
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Re: HashiCorp goes private in $6.4B acquisition deal

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: Implementing predictive scaling with AWS SageMaker AutoML

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

2 weeks ago
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Re: Cross-cloud disaster recovery - our Netflix-style approach

Integration with existing tools was tricky for us.

2 weeks ago
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Re: OpenTofu reaches v1.10 - what changed from Terraform?

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 Prometheus. ...

3 weeks ago
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Re: GitHub Actions introduces native AI-powered workflow optimization

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: HashiCorp goes private in $6.4B acquisition deal

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 Grafana. ROI ...

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

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

1 month ago
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Re: Implemented GitOps across 15 teams - the good, bad, and ugly

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

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

What's the performance impact? Did you benchmark before/after? Trying to build a business case for management.

1 month ago
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Re: AI-driven incident response - our experience with PagerDuty Copilot

We implemented this using the following approach: 1. First step... 2. Then we... 3. Finally... Results: significant improvement in deployment speed. T...

2 months ago
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Re: GCP vs AWS for machine learning workloads - 2025 update

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

2 months ago
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