Yesterday Anthropic shipped a model that has half the internet yelling “AGI is here” and the other half yelling “this […]

I keep meeting people with brilliant business ideas who never launch a single thing. The idea is solid. The drive

I hit Claude’s token limit mid-project last week and my first instinct was to reach for my wallet. Upgrade the

You ask AI to explain a concept. Get back a clean paragraph. Nod along. Feel smart. Two hours later, a

TL;DR: Paste one prompt into any AI, fill in your subject, timeline, and an honest read of where you stand.

Repeating the same system prompt across 100 few-shot examples feels organized. Each example is self-contained. Clean, right? The model sees

Single prompts collapse under complex projects. You pack every requirement into one ask, hit send, and watch the AI lose

Most people building AI agents start the same way: one massive prompt, one model, one thread trying to do everything.

Pick a question. Ask your AI who wins the 2026 World Cup. Write down the answer. That’s the whole setup.