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Linda Foster
@linda.foster79
Joined: Jun 22, 2025
Topics: 4 / Replies: 51
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Re: Multi-cloud Terraform modules - how we manage 3 cloud providers

Diving into the technical details, we should consider. First, compliance requirements. Second, backup procedures. Third, security hardening. We spent ...

6 months ago
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Re: Comparing AWS, Azure, and GCP for enterprise workloads

I can offer some technical insights from our implementation. Architecture: hybrid cloud setup. Tools used: Datadog, PagerDuty, and Slack. Configuratio...

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

From what we've learned, here are key recommendations: 1) Test in production-like environments 2) Implement circuit breakers 3) Share knowledge across...

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

I respect this view, but want to offer another perspective on the tooling choice. In our environment, we found that Terraform, AWS CDK, and CloudForma...

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

Here's our full story with this. We started about 3 months ago with a small pilot. Initial challenges included performance issues. The breakthrough ca...

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

Great post! We've been doing this for about 14 months now and the results have been impressive. Our main learning was that failure modes should be des...

7 months ago
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Re: Update: Implementing AIOps for intelligent incident management

Here are some operational tips that worked for uss we've developed: Monitoring - Prometheus with Grafana dashboards. Alerting - custom Slack integrati...

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

Practical advice from our team: 1) Automate everything possible 2) Monitor proactively 3) Practice incident response 4) Build for failure. Common mist...

7 months ago
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Re: Azure DevOps integrates native AI code review assistant

Thanks for this! We're beginning our evaluation ofg this approach. Could you elaborate on team structure? Specifically, I'm curious about stakeholder ...

7 months ago
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Re: Follow-up: Using ChatGPT and Copilot for DevOps automation

Parallel experiences here. We learned: Phase 1 (1 month) involved tool evaluation. Phase 2 (1 month) focused on team training. Phase 3 (1 month) was a...

9 months ago
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Re: Part 2: Best practices for Kubernetes pod security in production

Here's the technical breakdown of our implementation. Architecture: microservices on Kubernetes. Tools used: Elasticsearch, Fluentd, and Kibana. Confi...

9 months ago
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Re: Follow-up: Serverless architecture patterns and anti-patterns

Want to share our path through this. We started about 3 months ago with a small pilot. Initial challenges included performance issues. The breakthroug...

9 months ago
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Re: Follow-up: Using ChatGPT and Copilot for DevOps automation

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...

9 months ago
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Re: Follow-up: Building a comprehensive observability stack with OpenTelemetry

So relatable! Our experience was that we learned: Phase 1 (6 weeks) involved stakeholder alignment. Phase 2 (3 months) focused on pilot implementation...

10 months ago
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