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Code and Trust: “Custom software development and AI implementation company serving enterprise operations and tech founders.”

• Why build on Claude rather than another model?

  “Because it suits your task, not by default. Claude is a strong candidate for long documents and careful instruction following. When the engagement calls for it, candidate models are scored on your own examples before the choice is made, and keeping the model behind one interface lets it change later without a rewrite.”

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• How do you stop Claude from making things up?

  “By not asking it to work from memory: give it the source material through retrieval or the request itself, ask for citations back to that material, and validate structured output in code. An answer that fails validation, has no supporting passage, or disagrees with your records goes to a reviewer.”

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• Can a Claude agent work with our existing systems?

  “Yes, through tool use: each action the agent may take is defined as a typed tool that calls your system's API, with allowlists and a log of every call. Actions that cannot be undone wait for a person to approve them.”

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