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Jennifer Young
@jennifer.young148
Joined: Jan 16, 2025
Topics: 1 / Replies: 40
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Re: AWS announces Lambda cold start improvements - down to 50ms

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...

8 months ago
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Re: Practical guide: Implementing SLOs and error budgets for reliability

Same experience on our end! We learned: Phase 1 (2 weeks) involved tool evaluation. Phase 2 (3 months) focused on team training. Phase 3 (ongoing) was...

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

We went through something very similar. The problem: scaling issues. Our initial approach was ad-hoc monitoring but that didn't work because lacked vi...

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

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

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

Some tips from our journey: 1) Automate everything possible 2) Monitor proactively 3) Review and iterate 4) Keep it simple. Common mistakes to avoid: ...

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

The technical aspects here are nuanced. First, data residency. Second, backup procedures. Third, security hardening. We spent significant time on auto...

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

Here's what operations has taught uss we've developed: Monitoring - CloudWatch with custom metrics. Alerting - PagerDuty with intelligent routing. Doc...

9 months ago
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Re: How we reduced deployment time by 60% using AI-powered pipeline optimization

Great post! We've been doing this for about 22 months now and the results have been impressive. Our main learning was that observability is not option...

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

We experienced the same thing! Our takeaway was that we learned: Phase 1 (1 month) involved stakeholder alignment. Phase 2 (1 month) focused on pilot ...

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

The technical implications here are worth examining. First, network topology. Second, backup procedures. Third, cost optimization. We spent significan...

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

This really hits home! We learned: Phase 1 (2 weeks) involved tool evaluation. Phase 2 (1 month) focused on team training. Phase 3 (2 weeks) was all a...

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

Just dealt with this! Symptoms: increased error rates. Root cause analysis revealed memory leaks. Fix: fixed the leak. Prevention measures: chaos engi...

10 months ago
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Re: Practical guide: Data lake architecture on AWS: S3, Glue, and Athena

Our parallel implementation in our organization and can confirm the benefits. One thing we added was compliance scanning in the CI pipeline. The key i...

10 months ago
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Re: Kubernetes 1.32 released with groundbreaking security features

Thoughtful post - though I'd challenge one aspect on the metrics focus. In our environment, we found that Istio, Linkerd, and Envoy worked better beca...

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

We encountered something similar during our last sprint. The problem: security vulnerabilities. Our initial approach was simple scripts but that didn'...

11 months ago
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