Drills
One Million Tokens, Four Needles
A huge context window is capacity, not proof of recall. This 60-minute drill tests retrieval, synthesis, evidence, latency, and the bill.
Tim Cheung5 min read
1 piece
A huge context window is capacity, not proof of recall. This 60-minute drill tests retrieval, synthesis, evidence, latency, and the bill.
Hands-on practice. Prompts, evals, agent architectures, and workflows you can copy on a Tuesday afternoon. Every piece ends with something you can run.