Most people use Claude Code until the context window fills up & the quality degrades.


Engineers at Amazon, Google, Shopify don't do that.
They spawn parallel research agents, create atomic task plans with XML structure Claude actually understands, execute in fresh 200k context windows per task, commit every task to git automatically.
Main context window stays at 30-40% the entire time. No degradation. No "oops, you're right!" responses from Claude. Just clean execution.
The difference between using a tool & actually deploying it at scale is knowing how to prevent the thing from breaking under load.
This page may contain third-party content, which is provided for information purposes only (not representations/warranties) and should not be considered as an endorsement of its views by Gate, nor as financial or professional advice. See Disclaimer for details.
  • Reward
  • Comment
  • Repost
  • Share
Comment
0/400
No comments
  • Pin

Trade Crypto Anywhere Anytime
qrCode
Scan to download Gate App
Community
  • 简体中文
  • English
  • Tiếng Việt
  • 繁體中文
  • Español
  • Русский
  • Français (Afrique)
  • Português (Portugal)
  • Bahasa Indonesia
  • 日本語
  • بالعربية
  • Українська
  • Português (Brasil)