Tag: agent-threads

How Viktor uses prompt caching and byte-stable prefixes to cut agent-thread costs

Viktor turns repeated thread history into cheap cache reads with byte-stable prefixes, SDK tools, append-only logs and in-cache compaction — a 40-step thread fell from $11.35 to $2.07.