Many developers face the same challenge when orchestrating multiple AI agents - the user experience and tooling simply haven't evolved at the pace of model capabilities like Opus 4.5. The gap between what these advanced models can do and how smoothly we can actually manage them remains a friction point.



There's real momentum around solving this at scale. Fresh innovations are being worked on to streamline agent orchestration and make the entire workflow more intuitive. Expect to see some meaningful progress in this area soon - tools that genuinely close the gap between raw AI power and practical usability.
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
  • 6
  • Repost
  • Share
Comment
0/400
ChainDoctorvip
· 14h ago
Honestly, the fact that tools can't keep up with the capabilities of the models has been annoying for a long time. Now that large models are so powerful, why do we still have to manually piece together various components?
View OriginalReply0
ZenMinervip
· 14h ago
Tools can't keep up with the model speed; this issue should have been solved long ago. Opus 4.5 is so powerful, yet it still requires manual scheduling. The experience is really disappointing.
View OriginalReply0
BlockchainBrokenPromisevip
· 14h ago
That's right, models like Opus are powerful but really a pain to use, and the tools can't keep up.
View OriginalReply0
just_vibin_onchainvip
· 14h ago
Honestly, the issue of tools not keeping up with the model progress should have been solved long ago. Every day, people hype up how great Opus is, but the orchestration of multiple agents is still a mess.
View OriginalReply0
Layer3Dreamervip
· 14h ago
theoretically speaking, if we map agent orchestration onto a recursive state verification problem... the UX gap you're describing is basically a cross-rollup synchronization issue. models push capability forward exponentially but the tooling layer stays stuck in L1 mentality, ngl
Reply0
  • 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)