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@environmentalbit3940 started using tool VictoriaMetrics , 1 week, 6 days ago.
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@environmentalbit3940 started using tool SaltStack , 1 week, 6 days ago.
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Building a Database on S3

This paper from 2008 proposes a shared-disk design over Amazon S3 for cloud-native databases, separating storage from compute. Clients write redo logs to Amazon SQS instead of directly to S3 to hide latency. The paper presents a blueprint for serverless databases before the term existed... read more  

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@devopslinks shared a link, 1 week, 6 days ago
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AWS RDS Cost Optimization Guide: Cut Database Costs in 2026

Amazon RDS costs are not fixed - they vary based on configuration and usage. Making informed configuration and governance decisions is key to optimizing costs. Graviton instances offer better price-performance for common databases, while storage costs can be reduced by decoupling performance from ca.. read more  

AWS RDS Cost Optimization Guide: Cut Database Costs in 2026
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@devopslinks shared a link, 1 week, 6 days ago
FAUN.dev()

Introducing Agentic Observability in NGINX: Real-time MCP Traffic Monitoring

NGINX ships an open-sourceAgentic ObservabilityJS module. It parsesMCPtraffic and extracts tool names, error statuses, and client/server identities. The module uses nativeOpenTelemetryto export spans. A Docker Compose reference wires upOTel collector,Prometheus, andGrafanafor realtime throughput, la.. read more  

Introducing Agentic Observability in NGINX: Real-time MCP Traffic Monitoring
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@devopslinks shared a link, 1 week, 6 days ago
FAUN.dev()

Top 10 best practices for Amazon EMR Serverless

Amazon EMR Serverless allows users to run big data analytics frameworks without managing clusters, integrating with various AWS services for a comprehensive solution. The top 10 best practices for optimizing EMR Serverless workloads focus on performance, cost, and scalability, including consideratio.. read more  

Top 10 best practices for Amazon EMR Serverless
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@devopslinks shared a link, 1 week, 6 days ago
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AI Isn't Replacing SREs. It's Deskilling Them.

This post discusses the impact of AI on the role of Site Reliability Engineers (SREs) by drawing parallels to historical research on automation. It highlights the risk of deskilling and never-skilling for SREs who heavily rely on AI tools for incident response. The post also suggests potential appro.. read more  

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@eon01 published a course, 1 week, 6 days ago
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Kubernetes best practices for DevOps engineers

Kubernetes

Have to manage Kubernetes in production but don’t feel confident about its many moving parts, complex architecture, and configurations? Here’s a selection of technical guides from experienced engineers for Kubernetes beginners looking to master this orchestration tool for running containerised apps efficiently and reliably.

Best practices for Kubernetes
GitLive helps you and your fellow contributors merge faster by avoiding conflicts and encouraging eager and continuous code review directly inside the IDE.

🔸 Do not let merge conflicts break your flow

Indicators in the gutter of your editor show the changes others are making. Computed from all active branches, the indicators update as you and your team code together.

Get notified the moment you make a change that conflicts with another branch. Compare their changes to your own and cherry‑pick individual changes directly into your local files.

🔸 Get the ultimate perspective on all work in progress

Perform eager and continuous code review directly in your IDE with the team view. See who is online, their active branches and changes in a single repository or across your organization, updated in real‑time.

Get notified when you fall behind the main branch or your tracking branch. Inspect the changed files in the repository view to know if they will merge cleanly with your own local changes before you pull.

🔸 Let your team know what you are working on

Connect your issue tracker to see each other's current issue in the team view. The issue you are working on is determined by your current branch and updates automatically.

View your current issue and select another issue to work on via the status bar. Switching issues will check out an existing feature branch or create a new one for you if needed.