An opinionated list of Python frameworks, libraries, tools, and resources
Azure bills are frustrating because the waste is almost never obvious. It hides in places you forget to check. This post covers the most common sources of wasted Azure spend I've seen across multiple subscriptions — with the exact CLI commands to find them. When you delete a VM in Azure, the disks are not automatically deleted unless you explicitly checked the box at creation time. Most teams don'
When you have 5 unrelated questions, should you pack them into one message to the LLM, or send 5 requests simultaneously? Which is faster? Splitting into multiple independent parallel requests is almost always faster. This isn't a gut feeling — it's determined by the underlying inference mechanism of LLMs. Let's walk through the reasoning from first principles. To understand this problem, you firs