Every LLM wire format claims token savings. Nobody proves whether AI models can actually comprehend...
LLM Wire Format Benchmark: Which Format Can AI Actually Read and Write?
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A deterministic patch envelope prevents completion order from deciding how multiple coding agents modify one repository.
Reject Agent Tasks Before Queue Age Breaks the SLO
Build an admission controller from predicted wait time, task deadlines, and per-tenant concurrency instead of waiting for a full queue.