Think beyond just saying "do this one thing".
Think beyond just saying "do this one thing".
What do you do for hours?
If all you're thinking about is code output, you're thinking too small.
https://www.anthropic.com/news/claude-4
It was given a task and it solved a problem by operating for 7 hours straight.
Your key objective is to fix a bug in the XYAZ class. Use a team of experts as sub-agents to complete the analysis, debugging and triage work for you. Delegate to them, you are the manager and orchestrator of this work.
As you delegate work, review and approve/reject their work as needed. Continue to refine until you are confident you have found a simple and robust fix"
Anecdata, but it weirdly helped me. Seemed BS for me until I tried.
Maybe because good code is contextual? Sample codes to explain concepts may be simpler than a production ready code. The model may have the capability to do both but can't properly disguished the correct thing to do.
I don't know.