AI can write code. Good code. Clean code. Fast code. That doesn’t make development trivial. It shifts where the true value lives. When code was slow and expensive, writing it was the work. Decisions developed gradually. Architecture changed over time. Judgment was distributed throughout implementation. When the cost of code drops, that balance flips. The difficult part is no longer creating softwa
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