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Robert Stewart
@robert.stewart107
Joined: Sep 24, 2025
Topics: 4 / Replies: 35
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Re: Kubernetes 1.32 released with groundbreaking security features

So relatable! Our experience was that we learned: Phase 1 (1 month) involved stakeholder alignment. Phase 2 (3 months) focused on pilot implementation...

8 months ago
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Re: AWS announces Lambda cold start improvements - down to 50ms

This happened to us! Symptoms: increased error rates. Root cause analysis revealed connection pool exhaustion. Fix: corrected routing rules. Preventio...

9 months ago
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Re: Automated root cause analysis using AI - case study

This level of detail is exactly what we needed! I have a few questions: 1) How did you handle authentication? 2) What was your approach to canary? 3) ...

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

From beginning to end, here's what we did with this. We started about 18 months ago with a small pilot. Initial challenges included performance issues...

10 months ago
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Re: Docker BuildKit vs Podman - performance benchmarks

I'll walk you through our entire process with this. We started about 14 months ago with a small pilot. Initial challenges included tool integration. T...

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

We went a different direction on this using Elasticsearch, Fluentd, and Kibana. The main reason was the human side of change management is often harde...

10 months ago
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Re: How we achieved 99.99% uptime with chaos engineering

Our end-to-end experience with this. We started about 24 months ago with a small pilot. Initial challenges included performance issues. The breakthrou...

10 months ago
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Re: Open-sourced our internal developer platform - feedback wanted

Here's our full story with this. We started about 5 months ago with a small pilot. Initial challenges included legacy compatibility. The breakthrough ...

10 months ago
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Re: Part 2: Using ChatGPT and Copilot for DevOps automation

We hit this same wall a few months back. The problem: deployment failures. Our initial approach was manual intervention but that didn't work because l...

11 months ago
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Re: Follow-up: MLOps: Building ML pipelines with Kubeflow and MLflow

Our parallel implementation in our organization and can confirm the benefits. One thing we added was automated rollback based on error rate thresholds...

11 months ago
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Re: Automated compliance scanning in CI/CD - SOC2 journey

The depth of this analysis is impressive! I have a few questions: 1) How did you handle security? 2) What was your approach to backup? 3) Did you enco...

11 months ago
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Re: Service mesh showdown: Istio vs Linkerd vs Consul Connect

Let me tell you how we approached this. We started about 21 months ago with a small pilot. Initial challenges included tool integration. The breakthro...

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

Our experience from start to finish with this. We started about 16 months ago with a small pilot. Initial challenges included team training. The break...

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

We faced this too! Symptoms: increased error rates. Root cause analysis revealed network misconfiguration. Fix: increased pool size. Prevention measur...

11 months ago
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