Trim Token-Heavy Results
Return concise context to save model budget.
Results Cost Tokens
Whatever your tool returns becomes part of the model's context, and every character spends tokens. Bloated output is real cost. 💸
Big Results Crowd Context
A giant blob can fill the model's limited context window, pushing out earlier messages and leaving less room to actually reason.
All lessons in this course
- Async Tools That Don't Block
- Concurrency & Backpressure
- Trim Token-Heavy Results
- Scale Horizontally with Sessions