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James Bennett
@james.bennett725
Joined: Nov 30, 2024
Topics: 1 / Replies: 42
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Re: Azure Container Apps vs AWS App Runner - which is better?

We encountered something similar during our last sprint. The problem: security vulnerabilities. Our initial approach was ad-hoc monitoring but that di...

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

This matches our findings exactly. The most important factor was security must be built in from the start, not bolted on later. We initially struggled...

4 months ago
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Re: Part 2: SOC 2 compliance for cloud-native applications

Our take on this was slightly different using Jenkins, GitHub Actions, and Docker. The main reason was automation should augment human decision-making...

4 months ago
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Re: Update: MLOps: Building ML pipelines with Kubeflow and MLflow

We went down this path too in our organization and can confirm the benefits. One thing we added was compliance scanning in the CI pipeline. The key in...

4 months ago
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Re: Update: Implementing blue-green deployments with zero downtime

Great post! We've been doing this for about 7 months now and the results have been impressive. Our main learning was that security must be built in fr...

5 months ago
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Re: AWS Organizations best practices for 50+ accounts

Want to share our path through this. We started about 8 months ago with a small pilot. Initial challenges included tool integration. The breakthrough ...

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

Technical perspective from our implementation. Architecture: microservices on Kubernetes. Tools used: Vault, AWS KMS, and SOPS. Configuration highligh...

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

Perfect timing! We're currently evaluating this approach. Could you elaborate on team structure? Specifically, I'm curious about how you measured succ...

5 months ago
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Re: Deep dive: Optimizing GitHub Actions for faster CI/CD pipelines

Playing devil's advocate here on the tooling choice. In our environment, we found that Istio, Linkerd, and Envoy worked better because documentation d...

5 months ago
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Re: Follow-up: Implementing zero trust security in Kubernetes

This is exactly the kind of detail that helps! I have a few questions: 1) How did you handle authentication? 2) What was your approach to canary? 3) D...

5 months ago
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Re: Infrastructure drift detection tools - what actually works?

I hear you, but here's where I disagree on the metrics focus. In our environment, we found that Datadog, PagerDuty, and Slack worked better because ob...

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

I can offer some technical insights from our implementation. Architecture: serverless with Lambda. Tools used: Grafana, Loki, and Tempo. Configuration...

6 months ago
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Re: Follow-up: Implementing zero trust security in Kubernetes

We had a comparable situation on our project. The problem: deployment failures. Our initial approach was ad-hoc monitoring but that didn't work becaus...

6 months ago
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Re: Monitoring stack comparison: Prometheus vs Datadog vs New Relic

Some tips from our journey: 1) Automate everything possible 2) Monitor proactively 3) Share knowledge across teams 4) Keep it simple. Common mistakes ...

6 months ago
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Re: Update: Implementing zero trust security in Kubernetes

Some tips from our journey: 1) Automate everything possible 2) Implement circuit breakers 3) Share knowledge across teams 4) Build for failure. Common...

6 months ago
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