Auto agent optimizer ralph loop #4
Draft
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
configuration Add [COMMAND] section to benchmark task status file with harbor run command using Qwen3-235B-A22B-Thinking-2507 model and specified agents
![gemini-code-assist[bot]](https://avatars.githubusercontent.com/in/956858?s=60&v=4){kind=small}
This comment was marked as outdated.
This comment was marked as outdated.
Sorry, something went wrong.
…res) - Analyzed 3 failed tasks: qemu-startup (timeout), cancel-async-tasks (cleanup issue), openssl-selfsigned-cert (shell quoting) - Identified agent capability gaps: asyncio cancellation, shell syntax, interactive state handling - No code changes needed - issues are agent reasoning limitations - Next: Run k=2 for higher consistency requirements
- k=2 results: Only 3/10 tasks passed both runs (30%) - Success rate dropped from 70% (k=1) to 55% (k=2) - Identified non-deterministic behavior in 5 tasks (1/2 success) - Timeouts increased: qemu-startup (2/2), openssl-selfsigned-cert (1/2 new) - Next: Reduce concurrency n=3 to minimize container interference
- After agent completes initial task, inject verification prompt - Agent gets a second pass to verify its solution works - General improvement: no task-specific patterns or overfitting - Encourages agent to test code and re-check requirements
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
No description provided.