How we make AI coding more cost efficient without sacrificing task quality

2026-09-03

Token count alone isn't a meaningful measure of efficiency. The goal should be to use the right amount of context to move a task forward. Concise tool responses can sometimes require additional calls or work if they leave out information agents need. This ultimately makes tasks slower and more expensive, which is why it is important to optimize for the outcome rather than the tool call.