Engineering note
Why AI agent observability needs a system boundary
Application logs explain declared agent steps; system evidence shows the commands, files, processes, and network effects that actually ran.
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Engineering notes from the system boundary
How to connect agent intent to low-level effects and turn traces into useful review artifacts.
Workflow note
From an agent trace to a review artifact
Turn a large agent event stream into a bounded artifact that explains decisions, validation, side effects, and open questions.
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