Clumsy render

In multi-agent systems like Swarms (which supports architectures such as hierarchical swarms, swarm routers, group chats, or heavy swarms with many sub-agents), agents often run in parallel or collaboratively on tasks like research, code generation, data analysis, or creative workflows."Clumsy render" typically describes the process (or its shortcomings) of combining, formatting, or presenting the collective output from these agents in a coherent way for the end user or downstream system.It can be "clumsy" because agent outputs vary in style, quality, length, or structure (e.g., one agent hallucinates details, another is overly verbose, others conflict).
Common issues include poor formatting (raw JSON dumps, duplicated content, inconsistent markdown), token waste, context overflow in LLMs, or lack of clean summarization/aggregation.
In visualization-heavy use cases (e.g., generating reports, dashboards, or simulations), it might involve awkward handling of text-to-visual pipelines, particle-like agent behaviors, or emergent patterns that are hard to display neatly.