CONCEPT Cited by 1 source
Bounded peer visibility¶
Bounded peer visibility limits each participant in a distributed collaboration system to a fixed subset of peer state instead of global visibility. It constrains per-participant context and communication cost while deliberately delaying global convergence, preserving room for independent approaches to develop. (Source: sources/2026-08-11-aws-scaling-patterns-for-self-organizing-multi-agent-clusters-with-kiro)
Ring form¶
In kiro-flock's amorphous topology, agents form a logical ring. Each agent reads a fixed number of neighbors on either side, selected by radius R, regardless of total population N. Per-agent read work is therefore bounded, while a signal needs approximately ceil(N / 2R) iterations to propagate around the ring. Larger radii exchange more context for faster convergence.
Why it matters¶
Full visibility makes every later participant react to the same early signal, making rapid alignment and premature groupthink two sides of the same property. A bounded neighborhood creates distinct local contexts, so disagreement and exploratory artifacts can exist long enough to be evaluated. It is a topology-level control for the context budget and diversity/convergence trade-off.
Limits¶
Bounded visibility is not a correctness guarantee. Information spreads more slowly, work can be duplicated, and an overly small neighborhood can miss a relevant correction for many iterations. The appropriate radius depends on whether a workload needs independent parallel work or fast consensus.
Seen in¶
- sources/2026-08-11-aws-scaling-patterns-for-self-organizing-multi-agent-clusters-with-kiro — fixed-radius ring readers keep per-agent work constant. The source contrasts this with mesh's full visibility and swarm's recency-based partial visibility.