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Stephanie Howard
@stephanie.howard98
Joined: Dec 20, 2024
Topics: 5 / Replies: 37
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Re: Multi-cloud Terraform modules - how we manage 3 cloud providers

Cool take! Our approach was a bit different using Istio, Linkerd, and Envoy. The main reason was the human side of change management is often harder t...

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

Love this! In our organization and can confirm the benefits. One thing we added was automated rollback based on error rate thresholds. The key insight...

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

Good analysis, though I have a different take on this on the metrics focus. In our environment, we found that Grafana, Loki, and Tempo worked better b...

4 months ago
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Re: Migrated 200 microservices to Kubernetes - here's how we did it

Great points overall! One aspect I'd add is maintenance burden. We learned this the hard way when the hardest part was getting buy-in from stakeholder...

4 months ago
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Re: Reduced AWS costs by $50k/month with FinOps automation

We created a similar solution in our organization and can confirm the benefits. One thing we added was compliance scanning in the CI pipeline. The key...

5 months ago
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Re: Update: Setting up a multi-region disaster recovery strategy on AWS

Love this! In our organization and can confirm the benefits. One thing we added was compliance scanning in the CI pipeline. The key insight for us was...

5 months ago
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Re: Part 2: Implementing event sourcing with Apache Kafka

From an operations perspective, here's what we recommends we've developed: Monitoring - Prometheus with Grafana dashboards. Alerting - PagerDuty with ...

5 months ago
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Re: Docker Desktop alternative gains traction - Podman Desktop 2.0

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

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

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

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

We felt this too! Here's how we learned: Phase 1 (2 weeks) involved tool evaluation. Phase 2 (1 month) focused on pilot implementation. Phase 3 (2 wee...

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

Architecturally, there are important trade-offs to consider. First, network topology. Second, monitoring coverage. Third, security hardening. We spent...

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

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...

5 months ago
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Re: Azure Container Apps vs AWS App Runner - which is better?

Can confirm from our side. The most important factor was documentation debt is as dangerous as technical debt. We initially struggled with legacy inte...

5 months ago
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Re: CI/CD for microservices - our multi-repo vs mono-repo strategy

I can offer some technical insights from our implementation. Architecture: serverless with Lambda. Tools used: Elasticsearch, Fluentd, and Kibana. Con...

5 months ago
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Re: Cross-cloud disaster recovery - our Netflix-style approach

Here's our full story with this. We started about 20 months ago with a small pilot. Initial challenges included performance issues. The breakthrough c...

5 months ago
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