Strengths and weaknesses of agent

focus on invariant ones

  • model-agnostic
  • provider-agnostic

as of 2603

S/Wcharacteristicnote
key Sfree memoryonce documented, it never forgets
Slong context windowmuch larger than human
Sefficient prefill (read)much faster & cheaper than human
key Wstability / credibilityrandom person < agent < expert
Wfrequent updatesnew model every month
Winefficient decode (write)slow and expensive

Best for

stably efficient custom search engine

  • large repository
  • any sort of document

with small updates: human need to

  • validate
  • make decision to merge PR