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Architecture
How does our support agent answer from our help center?
^Used Caret
caret^Support agent answersInteractive
HELP CENTERCustomerAgentModelReplyPolicy

It searches your help center first. Take it away and it guesses.

Evals
Is our new support prompt actually better, or just different?
^Used Caret
caret^Prompt A vs. prompt BInteractive
Prompt APrompt B
Refund window
SSO plan
Order status
Another customer
Ticket summary
Prompt A

Shipped yesterday, arrives Friday.

Made up

B asks instead of guessing. Both still run long.

Agent routing
Which customer requests should our support agent hand off to a person?
^Used Caret
caret^Where each request goesInteractive
NEEDS A PERSON
Agent5
  • Order status
  • $40 refund
  • $620 refund
  • New address
  • Password reset
Person1
  • Delete account

Each rule you add moves more work to your team.

Context windows
Why does our assistant forget our docs in long conversations?
^Used Caret
caret^What fits in the context windowInteractive
CONTEXT WINDOW · 32K
Docs20kFree3.6kReply4k
DOCS THE MODEL SEES · 5/5
  • Returns
  • Shipping
  • Warranty
  • Orders
  • Sizing

Long chats crowd out your docs. Summarizing frees the room.

Latency
What is making our AI search feel slow?
^Used Caret
caret^Where the wait comes fromInteractive
FIRST WORDS4.5s
FULL ANSWER4.5s
Embed
0.2s
Search
0.6s
Rerank
0.3s
Write
3.4s
0s1s2s3s4s5s

Writing the answer is most of the wait. Stream it.

Sequence
How does our scheduling agent avoid double-booking people?
^Used Caret
caret^How the agent books a meetingInteractive
YouAgentCalendarBookingsBook Tue 2 pmFree at 2?Busy · 3 pm freeSave 3 pmBooked 3 pm
5/5

It checks the calendar before saving. Skip that and it double-books.

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