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Evelyn Lewis
@evelyn.lewis664
Joined: Jun 10, 2025
Topics: 4 / Replies: 45
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Re: AI-powered log analysis vs traditional monitoring - comparison

We chose a different path here using Jenkins, GitHub Actions, and Docker. The main reason was security must be built in from the start, not bolted on ...

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

Interesting points, but let me offer a counterargument on the metrics focus. In our environment, we found that Terraform, AWS CDK, and CloudFormation ...

4 months ago
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Re: Zero-downtime migration from on-prem to AWS - case study

Our solution was somewhat different using Datadog, PagerDuty, and Slack. The main reason was security must be built in from the start, not bolted on l...

4 months ago
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Re: Using Claude Code for Terraform refactoring - real results

We went through something very similar. The problem: security vulnerabilities. Our initial approach was simple scripts but that didn't work because la...

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

Good stuff! We've just started evaluating this approach. Could you elaborate on tool selection? Specifically, I'm curious about team training approach...

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

What a comprehensive overview! I have a few questions: 1) How did you handle security? 2) What was your approach to blue-green? 3) Did you encounter a...

5 months ago
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Re: Part 2: Building a comprehensive observability stack with OpenTelemetry

Perfect timing! We're currently evaluating this approach. Could you elaborate on the migration process? Specifically, I'm curious about risk mitigatio...

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

The technical specifics of our implementation. Architecture: serverless with Lambda. Tools used: Terraform, AWS CDK, and CloudFormation. Configuration...

5 months ago
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Re: Update: Implementing GitOps workflow with ArgoCD and Kubernetes

This really hits home! We learned: Phase 1 (2 weeks) involved stakeholder alignment. Phase 2 (2 months) focused on team training. Phase 3 (2 weeks) wa...

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

Much appreciated! We're kicking off our evaluating this approach. Could you elaborate on success metrics? Specifically, I'm curious about risk mitigat...

5 months ago
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Re: Implemented GitOps across 15 teams - the good, bad, and ugly

We had a comparable situation on our project. The problem: deployment failures. Our initial approach was simple scripts but that didn't work because l...

5 months ago
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Re: Practical guide: Jenkins vs GitHub Actions vs GitLab CI: 2024 comparison

Let me tell you how we approached this. We started about 12 months ago with a small pilot. Initial challenges included legacy compatibility. The break...

6 months ago
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