AshnaAI
Glossary

Designing human-in-the-loop workflows

Put a person in front of irreversible actions. Use requestUserInput for questions, choices, files, and acknowledgements. Use Tally review for missing ledgers. Do not ask when the answer is already in the chat.

AshnaAI

Designing human-in-the-loop workflows

Key Takeaways

  • Four input kinds cover most pauses.
  • Do not ask when context already has the answer.
  • Accounting writes use review, not a second chatbot.

List irreversible actions

If you cannot name them, you do not have a workflow. You have a chatbot.

Bind each action to a gate

Chat pauses use requestUserInput. Tally missing masters use review. Browser secrets use the input tool, not fill.

Sourcing & Methodology

Workflow design from requestUserInput kinds and Tally review policy.

Topics

#HITL#guardrails

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Frequently asked questions

Everything You Need to Know

Deletes, payments, tax posts, secret entry, and any write you cannot undo cheaply.

The AshnaAI tool that asks the user a question, choice, file, or acknowledgement.

Ask only when tools cannot produce the fact. The schema already forbids redundant asks.

Review is faster than reversing a wrong ledger. Auto-create is off for that reason.

Human-in-the-loop before irreversible actions.

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