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Stream<StdoutChunk> -> Stream<AgentObservation>
Stream command execution stdout/stderr chunks progressively to the agentic LLM context while enforcing token-limit truncation rules.
Problem it solves
Buffering massive command outputs blocks the agent's real-time reasoning and can easily overflow LLM context window limits.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.