An LLM-ready reasoning surface over logs. Ctrlb Decompose compresses and restructures raw log output so a model can reason over it, instead of drowning in repeated stack frames, timestamps and noise.
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Collapse repeated lines and boilerplate so only the signal reaches the model.
Hand an agent a structured view of a failure instead of ten thousand raw lines.
Prepare monitoring output for an agent that needs to summarise what changed.
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