Original field notes on bounded agents, cited retrieval and the workflow decisions that make automation operable.
Connect incoming payments to contracts, installments, balances and audit history. A practical guide to matching receipts and reviewing payment exceptions.
A practical method for turning an informal manual workflow into a bounded automation brief with explicit states, exceptions, owners and acceptance criteria.
How to design retrieval-augmented generation around source quality, citation integrity, refusal behavior and repeatable evaluation—not a demo chat box.
A practical architecture for AI agents with narrow permissions, explicit stop conditions, human approval gates, traces and evaluation before autonomy expands.
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