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Parsl agents#76

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miketynes merged 25 commits intomainfrom
parsl-agents
Feb 6, 2026
Merged

Parsl agents#76
miketynes merged 25 commits intomainfrom
parsl-agents

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@miketynes miketynes commented Nov 11, 2025

This represents an attempt to use academy agents + task executors. It works, but relies too heavily on a database to communicate state. We will merge this into main for now, but it will be replaced with a further agentified version where state is more distributed among agents and less centralized in a database.

we are having some issues with our database queries causing
trajectory chunks to be run more than once. I think this is fixed
but I need to go through with a fine-tooth comb to make sure

committing now since we seem to produce correct trajectories now.
previously we had trajectories that would repeat a chunk
periodically

I think there may still be some non-uniquness sneaking in,
but not sure
we have updated the status tracking in the DB to be what I think
is mostly correct.

the only outstanding issue is the sampling message not getting
written until after the labeling message, which is very strange
I need to talk to alok about this.
@miketynes miketynes marked this pull request as ready for review February 6, 2026 16:34
@miketynes miketynes merged commit 23469c5 into main Feb 6, 2026
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