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KenjiPcx
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Dec 13, 2025
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Hey @ianmacartney did a read through of these examples, learned some new things, didn't know subworkflows could be awaited, i kept using a completion handler
Collated some of the patterns ive been using
- Actor Critique (LLM as a judge): while score less than
score_specified(and some max num of iterations), feed the critique back to the main agent - Council of agents / ensembles, fan out => fan in => summarize the best, or pick the best according to a score
- Context compression, when the number of tokens exceed a certain threshold, compress it
- DeepAgents (https://github.com/langchain-ai/deepagents like claude code style architecture) long running architecture, with planner tools, subagents
I could add these as examples?
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These would be really helpful. And if there are changes to the library to
make these easier, interested to hear what that would be. I'm out of
service until 12/18 btw
…On Sat, Dec 13, 2025 at 12:05 PM Kenji Phang ***@***.***> wrote:
***@***.**** commented on this pull request.
Hey @ianmacartney <https://github.com/ianmacartney> did a read through of
these examples, learned some new things, didn't know subworkflows could be
awaited, i kept using a completion handler
Collated some of the patterns ive been using
- Actor Critique (LLM as a judge): while score less than
score_specified (and some max num of iterations), feed the critique
back to the main agent
- Council of agents / ensembles, fan out => fan in => summarize the
best, or pick the best according to a score
- Context compression, when the number of tokens exceed a certain
threshold, compress it
- DeepAgents (https://github.com/langchain-ai/deepagents like claude
code style architecture) long running architecture, with planner tools,
subagents
I could add these as examples?
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