Cloud, Edge & Distributed Systems

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

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dev.to > anilloutombam > incident-context-tracing-production-failures-without-guessing-5b6i

Incident Context: tracing production failures without guessing

17+ min ago   (200+ words) This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content.... Tagged with devchallenge, sanitychallenge, sanity, ai....


dev.to > debasish87 > how-i-debugged-a-kv-cache-offloading-bug-in-vllm-52lj

How I Debugged a KV-Cache Offloading Bug in vLLM

17+ min ago   (370+ words) LLM inference performance is often limited by GPU memory rather than raw compute. One of the problems I worked on in vLLM involved KV-cache offloading for models using mixed KV-cache groups. The failure was subtle: the existing logic assumed a…...


dev.to > huzaifa_1302 > my-journey-through-google-cloud-genai-academy-apac-edition-cohort-3-2026-26pp

My Journey Through Google Cloud GenAI Academy APAC Edition Cohort 3 — 2026

25+ min ago   (438+ words) My journey with the Google Cloud GenAI Academy APAC Edition Cohort 3, organized by Hack2Skill in... Tagged with meetthebuilders, genaiacademyapac, cohort3, hack2skill....


dev.to > ibhade_ewalefoh_9646a05db > citrusfi-a-subscription-audit-that-actually-understands-billing-cycles-146g

CitrusFi: A subscription audit that actually understands billing cycles

47+ min ago   (23+ words) CitrusFi is a small subscription tracking app that answers a question most trackers get wrong: "how... Tagged with devchallenge, sanitychallenge, sanity, ai....


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

Good News For Backend And Devops Buddy

1+ hour, 17+ 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

1+ hour, 39+ 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

2+ hour, 25+ 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

3+ hour, 4+ 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.

3+ hour, 12+ 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

5+ hour, 23+ 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…...