In modern software architecture, Jamstack separates the frontend from the backend through API consumption. Traditionally, this has been achieved with RESTful APIs, which enable data exchange between server and client. However, REST often causes performance issues, such as over-fetching and added complexity. A client may need only a small subset of data, but a REST…
Author: A senior DevOps engineer who’s broken (and fixed) too many clusters so you don’t have to. Executive Summary Carve tenants with Namespaces to isolate RBAC, policies, and quotas per team. Enforce fair sharing with ResourceQuota + LimitRange so noisy neighbors can’t starve the cluster. Lock down traffic with NetworkPolicy: start with default-deny, then allow…
Hey DevTO fam! Let’s talk about something that’s been bugging me for weeks. I keep seeing companies celebrating their SOC 2 compliance like they just won the Champions League, but then getting absolutely destroyed by supply chain attacks. It’s like locking your front door but leaving all your windows wide open. The Numbers That Made…
China’s $37 billion Wuhu AI cluster seeks to rival US Stargate project, centralizing compute power despite chip and sustainability challenges.
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why rate limiting matters every API or system has limits. without some control, a single user could flood your server with requests and take it down. rate limiting solves this by controlling how many requests pass through over time. there are many algorithms for this—fixed window, sliding window, leaky bucket, and token bucket. among them,…
The following is written to be as penetrable as possible for a semi-technical audience, and includes an app to explore the output of an LLM. As a result some technical explanations are necessarily imprecise though I’ve worked hard to not say anything outright wrong. It also comes in two halves, with the latter introducing more…
Accordions are a neat way to organize and hide content, perfect for FAQs, Menus, or any interactive sections on websites. Usually, people use JavaScript, but you can make a fully functional, responsive accordion with just HTML and CSS. I’ve created a simple accordion using hidden checkboxes and CSS selectors—no JavaScript needed! Want to see and…
Data center racks could consume 1MW each by 2030 as AI reshapes infrastructure and forces new thinking about cooling and power delivery.
