DevOps, CI/CD & Platform Engineering

Pipelines, containers, Kubernetes, IaC/GitOps, observability, and team “golden paths.”

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Inside DevOps, CI/CD & Platform Engineering

Containers & Kubernetes Docker, images, Helm, autoscaling, and cost controls. IaC & GitOps Terraform/Pulumi, Ansible, drift detection, and declarative delivery. CI/CD Pipelines Build/test/deploy across GitHub Actions, GitLab, Jenkins, and progressive delivery. Observability & Incidents Logs, metrics, traces (OTel), on-call, postmortems, and reliability engineering. Edge & Serverless Functions, edge runtimes, cold starts, and multi-region strategy.

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Latest in DevOps, CI/CD & Platform Engineering

DEV Community
dev.to > hammermei > more-code-review-more-smelly-code-56dd

More Code Review = More Smelly Code?

5+ hour, 15+ min ago   (1094+ words) The reviewer was not wrong once. That turned out to be the problem. This happened on AgentCoop — formerly Agent Chat Gateway — a project that lets AI agents sit in chat rooms (Rocket.Chat, Mattermost), talk to people there, and talk…...

DEV Community
dev.to > chad_ray_7d6ba00/91/1308ded > when-every-event-looks-normal-logster-and-the-context-gap-in-endpoint-detection-o2b

When Every Event Looks Normal: Logster and the Context Gap in Endpoint Detection

5+ hour, 17+ min ago   (1029+ words) A PowerShell process starts. A script appears in a temporary directory. A scheduled task is registered. A connection goes out to an unfamiliar address. An analyst could find a reasonable explanation for each of those actions. Software deployment, perhaps. A…...

Medium
medium.com > @faresbadaj > guessyman-flagyard-reverse-engineering-writeup-2c3e7860ef96

GuessyMan— FlagYard Reverse Engineering Writeup

1+ hour, 9+ min ago   (19+ words) Follow me: https://github.com/FaresBadaj linkedin.com/in/FaresBadaj # FlagYard CTF — GuessyMan **Writeup by [Fares …...

Medium
medium.com > @prakash.cyberinfosec > i-built-a-local-git-diff-explainer-with-ollama-so-my-prs-stop-sounding-like-a-robot-9adc219576bc

I Built a Local Git Diff Explainer With Ollama So My PRs Stop Sounding Like a Robot

1+ hour, 13+ min ago   (493+ words) I write better code than I write PR summaries. That is not a flex. It is a confession. Most of my commit messages used to look like “fix stuff or a paste of git diff --stat into a cloud chat…...

DEV Community
dev.to > whateverneveranywhere > an-http-200-is-not-a-delivered-job-application-nlc

An HTTP 200 is not a delivered job application

6+ hour, 16+ min ago   (336+ words) Every auto-apply tool I have taken apart marks an application "sent" at the same moment: the instant it dispatches the click. That is a read-back of our own input, and it is the weakest signal in the whole pipeline. I…...

DEV Community
dev.to > naw103 > agent-orchestrators-and-agent-coordinators-are-not-the-same-layer-5gek

Agent orchestrators and agent coordinators are not the same layer

8+ hour, 29+ min ago   (702+ words) If you only ever run one coding agent, you do not need either of these. Close the tab, you are fine. For everyone else: I maintain Foremerge, and a couple of weeks ago I submitted it to a list called…...

DEV Community
dev.to > muhammad_prastanurali > how-to-deploy-a-modern-web-application-to-the-cloud-in-5-simple-steps-3phi

How to Deploy a Modern Web Application to the Cloud in 5 Simple Steps

8+ hour, 49+ min ago   (24+ words) Building an application on your local machine is rewarding, but seeing it run live on the web for... Tagged with webdev, tutorial, beginners, cloud....

DEV Community
dev.to > codepy_1473 > i-blamed-the-firewall-for-48-hours-localhost-resolved-to-ipv6-first-1olo

I Blamed the Firewall for 48 Hours. localhost Resolved to IPv6 First

8+ hour, 52+ min ago   (786+ words) This is a 48-hour field notebook, not a victory lap. I will show what I tried, what actually broke, and the small reproduction I wish I had run in the first hour. If you strip every product name out of…...

DEV Community
dev.to > izgorodin > why-do-cursor-and-claude-code-both-say-connected-to-my-memory-server-and-still-share-nothing-43jo

Why do Cursor and Claude Code both say connected to my memory server and still share nothing?

8+ hour, 26+ min ago   (399+ words) Sharing memory across editors over MCP is a simple mechanism, and the trouble lives in the setup step around it. I checked six persistent memory systems, including the one I work on, for one thing: not whether they claim cross-IDE…...

Medium
medium.com > @arpita.mishra0303 > moving-away-from-s3-athena-why-we-migrated-our-analytics-pipeline-to-postgresql-d96782ed21d6

Moving Away from S3 & Athena: Why We Migrated Our Analytics Pipeline to PostgreSQL

4+ hour, 15+ min ago   (29+ words) A real-world look at architecture redesign, ingestion layers, and performance wins in a Food-Tech SaaS …...