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Create a new example that showcases how to use new features to re-simulate existing galaxy catalogues.
File: src/cqc_lem/app/run_automation.py
The method is marked Get rid of this method. in a comment.
1. Run grep -rn start_process src/ to confirm no active callers
2. Remove the function definition ...
cleanup
Description
The evaluation framework needs several enhancements to be robust enough for production AI architecture:
1. Calculate and report standard deviation across multiple experimental runs (lancer ...
Description
Currently, the LLM worker does not expose its token consumption. For cost monitoring and LLMOps, we need to extract and
bubble up the token usage details from the LLM requests.
Task
- ...
Description
There are several tech-debt items related to the Redis service in document-ia-api:
1. The connection retry logic is flawed: self.connection_attempts is never reset to 0, which prevents it ...
Description
We need to notify external systems when a workflow finishes. A webhook delivery logic should be implemented. As per
TODO.md, we don t need a complex retry mechanism for the first iteration. ...
Feedback Context
- Type: bug
- Contact Email: anonymous
- Context URL: sdaaaaaaa
- Category: Unit Test Errors
Detailed Description Steps to Reproduce
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[Attached
Image](http://127.0.0.1:9199/v0/b/fivehive-website-d1cfc.firebasestorage.app/o/feedbackImages%2F1781728507891?alt=media ...
bug
Description
Currently, workflow execution relies on three independent actions:
1. Publishing a Redis event
2. Uploading a file to S3
3. Persisting the event to Postgres EventStore
If any of these ...
Goal
Lead the vault dashboard first viewport and health pane with a foreground action card (current continuity state + one
next action), instead of the note-style identity / health→heartbeat→anchors→graph ...
enhancement

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