Kalshi CLI for AI agents cuts output by 80%, freeing context for reasoning

Strong_Bathroom_4749 · reddit · 2026-08-01

A developer built a Kalshi CLI tailored for AI agents, letting them request only needed fields and cutting output by 80%, saving context for reasoning and follow-up tasks. Benchmarks show raw curl outputs 6,916 bytes vs CLI's 1,362 bytes, with token reduction of 79.4% and total tokens down 78.1%, while latency remains similar. The tool also eliminates the need for agents to look up API docs, speeding up execution.

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