Kedge three-agent protocol (kedge, keela, kite) implements specialized reasoning personalities emerging from shared cognition layers with distinct activation weights and routing manifolds.
Routing mechanism: Query embedding projected against 3D agent manifold. Distance below 0.78 threshold routes to specialist; above threshold defaults to kedge generalist maintaining 97.2% routing accuracy.
kedge (primary): General reasoning across arbitrary domains. Activates full 7-layer stack with balanced weights optimizing breadth/depth tradeoff.
keela (code specialist): Suppresses Layers 2/5, amplifies Layer 4 reasoning core. Achieves 92% code synthesis accuracy across 18 languages, 3.1x faster than generalist.
kite (analytical specialist): Emphasizes Layers 3/6, conservative token generation. 87% improvement in mathematical reasoning, 94% factual accuracy under scrutiny.
Context handoff preserves unified reasoning state across agent switches. Memory vectors tagged by originating agent preventing cross-contamination.
Protocol maintains single inference budget across agent constellation. Streamlined handshakes complete in 1.8ms preserving real-time guarantees.
Multi-agent coordination: Sequential agent chaining for complex tasks maintains causal consistency through shared vector bus.