CyrilXBT
CyrilXBT|5月 25, 2026 05:19
THE CREATOR OF CLAUDE CODE JUST SAID SOMETHING THAT MAKES EVERY SINGLE-AGENT SETUP OBSOLETE. Boris Cherny did not say you need better prompts. He did not say you need a bigger context window. He said you need a team. Not a team of humans. A team of AI agents. Each one with a specific role. Each one with a specific context. Each one doing one thing exceptionally well rather than one agent doing everything adequately. Here is the architecture Boris is describing. The Researcher reads everything relevant before anything gets built. Market context. Existing code. Documentation. Competitive landscape. It never writes a line of code. It only gathers and synthesizes. The Builder receives the researcher's output and implements. It has one job. Build the thing. No research. No review. Just implementation with full context from the researcher's work. The Reviewer reads what the builder produced and finds every problem before it ships. Wrong assumptions. Edge cases. Security gaps. Performance issues. It never builds. It only evaluates. The Orchestrator manages the handoffs between all three. It routes tasks. It manages context between agents. It decides when output is good enough to proceed and when it goes back for revision. Four agents. Four specialized roles. Zero context switching. This is why single-agent setups are hitting a ceiling that better prompts cannot break through. A single agent context-switching between research, building, reviewing, and orchestrating produces mediocre output in every category. Four specialists each doing one thing produce exceptional output in every category. Boris did not build Claude Code to be a better chat interface. He built it to be the foundation for coordinated agent teams. This is what he intended it to become. Bookmark this. Follow @cyrilXBT for every Claude Code insight from the people who actually built it.(CyrilXBT)
+6
Mentioned
Share To

Timeline

HotFlash

APP

X

Telegram

Facebook

Reddit

CopyLink

Hot Reads