An advanced 10-question quiz on Kubernetes internals and runtime behavior, aimed at practitioners who run clusters in production. It targets the subtle traps: QoS assignment rules, OOM-kill vs eviction, whether node-pressure eviction honors PodDisruptionBudgets, the exact HPA scaling formula and …

A 10-question quiz on how Git actually works under the hood, escalating from easy to hard. It covers what a commit really stores, branches as pointers, fast-forward vs merge commits, what rebase does to your history, the golden rule of …

A 10-question quiz on core Site Reliability Engineering concepts, escalating from easy to hard. It covers the SLI/SLO/SLA distinction, error budgets, the four golden signals, toil, blameless postmortems, and availability math (the "nines").

A 10-question quiz on the core mechanics of neural networks, escalating from easy to hard. You will cover activation functions (ReLU, sigmoid, softmax), backpropagation, dropout, the vanishing gradient problem, and training vocabulary like epochs and iterations. Aimed at learners with …

Anthropic launched Claude Sonnet 5, its most agentic Sonnet model, and set it as the default for Free and Pro users... read more  

Devin Fusion maintains frontier performance at a 35% lower cost on the new FrontierCode benchmark, thanks to its innovative multi-model routing approach. By using both a frontier model and a cost-effective "sidekick" model, Devin Fusion optimizes performance and cost efficiency. The sidekick pattern.. read more  

Doyensec released Session Switcher, a Burp Suite extension. You can save HTTP sessions under names, then swap cookies and headers inside the request editor... read more  

The writer, a software engineer with 10 years of experience, expresses frustration with the current job market, citing difficulties in navigating filters like Coderpad, hackerrank, and AI proctored exams. They feel disadvantaged by these filters and feel like companies are making it more difficult t.. read more