Cloud, Edge & Distributed Systems

AWS/Azure/GCP, serverless, edge, microservices, observability, and SRE.

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dev.to > nahid625 > good-news-for-backend-and-devops-buddy-34n1

Good News For Backend And Devops Buddy

21+ min ago   (182+ words) I shipped a Goated tool Today: API Performance Profiler. It answers one question backend devs ask every day: how fast is this route, actually? Most of us guess. Or we add console.time, or we open Postman and eyeball the…...


dev.to > chrispybacondev > dockflare-docker-labels-cloudflare-tunnels-and-a-little-less-dashboard-clicking-3i29

DockFlare: Docker labels, Cloudflare Tunnels, and a little less dashboard clicking

43+ min ago   (792+ words) I wanted to share a project I started in 2025 to solve something that kept getting on my nerves in my own homelab. Every time I deployed another container, I found myself back in the Cloudflare dashboard. Add a hostname, point…...


dev.to > nazrinsuleymanli > stop-chasing-exactly-once-your-kafka-consumer-just-needs-to-not-care-1j5m

Stop Chasing Exactly-Once. Your Kafka Consumer Just Needs to Not Care

1+ hour, 29+ min ago   (368+ words) Every few months a team I talk to decides they need exactly-once delivery in Kafka. They read the... Tagged with java, microservices, kafka, springboot....


dev.to > technonotes > kubernetes-day-02-pidsignalsmount-3345

Kubernetes - Day - 02 - PID/Signals/Mount

2+ hour, 8+ min ago   (16+ words) Docker Pull the details from docker register. docker pull nginx Enter... Tagged with devops, docker, linux....


thenewstack.io > nvidia-agent-debugging-safe

Your AI agent failed. The model might not be the problem.

2+ hour, 16+ min ago   (477+ words) Nvidia explains why debugging AI agents means tracing decisions, not just logging errors — and backs a shared failure-reporting system called SAFE....


dev.to > wantsvibes > serverless-execution-architecture-how-platforms-start-functions-without-persistent-processes-52oh

Serverless Execution Architecture: How Platforms Start Functions Without Persistent Processes

4+ hour, 27+ min ago   (142+ words) When designing distributed systems, engineers must weigh the operational overhead of persistent infrastructure against the runtime unpredictability of serverless execution. FaaS platforms eliminate idle capacity costs by scaling down to zero, but they trade away deterministic latency profiles and continuous…...


dev.to > wantsvibes > data-transfer-architecture-moving-massive-payloads-between-services-without-overloading-the-network-39n9

Data Transfer Architecture: Moving Massive Payloads Between Services Without Overloading the Network

4+ hour, 27+ min ago   (441+ words) The most common architectural anti-pattern in distributed systems is the application-server data proxy model. In this setup, an end-client uploads a large file directly to a web application server, which then buffers the entire payload into local memory or temporary…...


note.com > tam2_sys > n > ncdd61b6199db

Unraveling the Complexity of AI Agents with MLflow: How LLM Workflow Observability Transforms Debugging, Evaluation, and Operations|tam2

2+ day, 22+ hour ago   (124+ words) This video, published by IBM Technology, focuses on the challenges of observability in multi-agent LLM (Large Language Model) applications. It explains how MLflow identifies and resolves AI-specific issues that are often overlooked by traditional monitoring. It suggests that this improves…...