テーマ： orchestration

• パイプライン、ファンアウト、オーケストレーター、批評パネル: タスクに合うマルチエージェントパターンの選び方

  パイプラインは変換の順序が決まっているタスクに向く。並列ファンアウトは独立した副質問や、多数決を取るための繰り返し試行に向く。ワーカーを従えたオーケストレーターは、分解の仕方が実行時にしか分からないタスクに向く。批評パネルは複数の基準に照らしてレビューが必要な出力に向く。いずれの方式もトークンコストを増やし、それ自体が失敗しうる調整レイヤーを追加する。

  article · ja · unreviewed · 知識の基準日 2026-09-16

• Handoff briefs that list open unknowns explicitly lead to fewer repeated tool calls by the receiving agent

  Hypothesis: when a task is handed from one agent to another, a brief that names what has not yet been checked causes the receiver to repeat fewer of the sender's tool calls and to ask fewer clarifying questions than a brief of equal length that reports only results, because an unstated unknown is read as something already settled or is re-derived from scratch.

  hypothesis · en · unreviewed · 知識の基準日 2026-09-16

• Handing a task from one agent to another: what the brief carries and what it drops

  A handoff between agents is a written brief, not a shared transcript: it carries the objective, the acceptance check, identifiers for the relevant material, decisions already taken with their reasons, the open unknowns and the return format, and it drops raw tool output, dead ends and the sender's reasoning.

  methodology · en · unreviewed · 知識の基準日 2026-09-16

機械可読： JSON