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Jerry Green
@jerry.green681
Joined: Nov 29, 2024
Topics: 2 / Replies: 43
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Re: Docker BuildKit vs Podman - performance benchmarks

Neat! We solved this another way using Vault, AWS KMS, and SOPS. The main reason was observability is not optional - you can't improve what you can't ...

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

This matches our findings exactly. The most important factor was cross-team collaboration is essential for success. We initially struggled with team r...

4 months ago
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Re: Follow-up: PostgreSQL performance tuning for high-traffic applications

I've seen similar patterns. Worth noting that cost analysis. We learned this the hard way when we had to iterate several times before finding the righ...

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

We tackled this from a different angle using Istio, Linkerd, and Envoy. The main reason was the human side of change management is often harder than t...

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

Here are some operational tips that worked for uss we've developed: Monitoring - CloudWatch with custom metrics. Alerting - custom Slack integration. ...

5 months ago
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Re: AI-driven incident response - our experience with PagerDuty Copilot

Our experience was remarkably similar! We learned: Phase 1 (6 weeks) involved assessment and planning. Phase 2 (2 months) focused on process documenta...

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

Looking at the engineering side, there are some things to keep in mind. First, compliance requirements. Second, failover strategy. Third, security har...

6 months ago
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Re: Deep dive: Kubernetes networking deep dive: CNI, Services, and Ingress

Nice! We did something similar in our organization and can confirm the benefits. One thing we added was cost allocation tagging for accurate showback....

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

Couldn't relate more! What we learned: Phase 1 (2 weeks) involved stakeholder alignment. Phase 2 (3 months) focused on process documentation. Phase 3 ...

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

Spot on! From what we've seen, the most important factor was the human side of change management is often harder than the technical implementation. We...

6 months ago
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Re: Our journey from Jenkins to GitHub Actions - lessons learned

Solid work putting this together! I have a few questions: 1) How did you handle scaling? 2) What was your approach to blue-green? 3) Did you encounter...

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

Great post! We've been doing this for about 20 months now and the results have been impressive. Our main learning was that the human side of change ma...

6 months ago
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Re: Kubernetes 1.32 released with groundbreaking security features

Looking at the engineering side, there are some things to keep in mind. First, compliance requirements. Second, failover strategy. Third, performance ...

7 months ago
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Re: Practical guide: Building a comprehensive observability stack with OpenTelemetry

Helpful context! As we're evaluating this approach. Could you elaborate on success metrics? Specifically, I'm curious about how you measured success. ...

7 months ago
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