300 Kimi K3 agents firing in parallel, Opus 5 checking every output against its source.
First pass 12 failures, second pass 3, third pass zero. The loop refuses to stop while anything is still wrong.
Me between AI models
Claude Opus 5 Kimi K3 Grok 4.6 GPT-5.6 Sol Gemini 3.7 Flash Qwen 3.8 Couldn’t pick one bruhh 😭💀
This free AI model is outperforming claude opus right now
GLM 5.3 is free to use and comes with 5 million tokens a day to test.
My multi-agent CLAUDE setup was supposed to save tokens.
It turned out to be the thing eating them. I ran every one of my Claude Code projects with one rule: the main Fable session is an orchestrator ONLY. It plans, writes briefs, and delegates all execution to subagent
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