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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 ...

9 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 ...

9 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...

10 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...

10 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...

10 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...

10 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...

10 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...

10 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...

10 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...

11 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...

11 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...

11 months ago
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