Every DevOps engineer knows the pain: a new project kicks off and you're buried in AWS console tabs, IAM policies, and Terraform boilerplate. Running through th...

Abstract A lot of teams secure OpenClaw runtime access but leave delivery pipelines loosely governed. That gap is where “safe by default” quietly breaks. This g...

The Problem You merge the Pull Request. The CI/CD pipeline flashes green. ArgoCD reports that your application is Synced and Healthy. You grab a coffee, thinki...

Container lifecycle A container runs only as long as its main process is alive. Unlike virtual machines, containers are not designed to stay alive by default;...

The Complexity of Microservices Service Discovery As your microservices‑based application grows, keeping track of all the moving parts can become increasingly...

.dockerignore If you've used Git, the .dockerignore file works exactly like .gitignore. When building an image, Docker reads this file to skip copying unnecess...

Cleaned‑up Markdown markdown !Cover image for “Why Kubernetes Alone Isn’t Enough: The Case for API Gateways and Service Meshes”https://media2.dev.to/dynamic/ima...

With all the different cloud providers, it can be challenging to get a clear visual overview of the available offerings. Below are the December 2025 AWS cloud s...

Kubernetes on AWS EKS – Deploying the 2048 Game Kubernetes has become the de‑facto standard for container orchestration, and many organizations run their workl...

Kubernetes 1.35 was released on December 17, 2025, bringing significant improvements for production workloads, particularly in resource management, AI/ML schedu...

Following a $50 million funding round, GitGuardian CEO Eric Fourrier discusses why secrets security is becoming a much bigger problem in the age of AI‑generated...

The Challenge Cross‑organization communication usually suggests VPC peering. However, we hit a major roadblock: the separate VPCs were using the same CIDR bloc...

Cross-chain token standards enable fungible tokens that exist across multiple blockchains with a unified total supply model. This paper presents a comprehensive...

To celebrate International Women’s Day, we sat down with Cecilia Liu, Senior Product Manager at Docker, for three questions about the vision and strategy behind...

!Keycloak logohttps://landscape.cncf.io/logos/e7ec76aed9cec7e65927f9f8cf4e675d49e79154c45c504a5cd6da1fdaecfc2d.svg As cloud native architectures span more clust...

Practical SRE on‑call guide covering rotation models, alert hygiene, runbooks, metrics, compensation, shadowing, and automation to cut pager load and prevent en...

Function-as-a-Service (FaaS) platforms provide scalable and cost-efficient execution but suffer from increased latency and resource overheads in complex applica...

AI-generated code is accelerating development but it exposes a deeper issue. Why deterministic infrastructure is becoming the foundation of agentic QA....

We introduce LegalEdge, an edge intelligence-driven framework that integrates Federated Learning (FL) and Deep Q-Networks (DQN) to optimize electric vehicle (EV...

Mobile agentic AI is extending autonomous capabilities to resource-constrained platforms such as edge robots and unmanned aerial vehicles (UAVs), where strict s...

This paper studies the gathering problem for a set of N ge 2 autonomous mobile robots operating in the Euclidean plane under the distributed Look-Compute-Move m...

In our previous article Context as architecture: A practical look at retrieval-augmented generation, we treated retrieval‑augmented generation RAG as an archite...

Work-stealing is a widely used technique for balancing irregular parallel workloads, and most modern runtime systems adopt lock-free work-stealing deques to red...

A global survey of 820 IT decision makers and DevOps practitioners finds that half of respondents 53% report that developers in the age of artificial intelligen...