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Copy file name to clipboardExpand all lines: autoresearch.jsonl
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{"run":25,"commit":"N/A","metric":14.62,"metrics":{"examples":372,"failures":0},"status":"discard","description":"Reverted member fabricator optimization (auth_services is required). Back to stable 14.62s.","timestamp":1777231478211,"segment":4,"confidence":4.485714285714289,"iterationTokens":3192,"asi":{"hypothesis":"Member auth_services is required for validation, cannot be removed from default fabricator","findings":"14.62s after revert. Member fabricator optimization not viable due to validation requirements.","next_action_hint":"Try sponsor fabricator optimization (avatar file upload) or other approaches"}}
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{"run":26,"commit":"fb9de61","metric":14.43,"metrics":{"examples":372,"failures":0},"status":"keep","description":"Reverted sponsor fabricator optimization (avatar is required). Stable at 14.43s (19% improvement from chapter+event optimizations).","timestamp":1777231571720,"segment":4,"confidence":7.476190476190476,"iterationTokens":1376,"asi":{"hypothesis":"Sponsor avatar is required for validation, cannot be removed","findings":"Both member auth_services and sponsor avatar are required validations, cannot be optimized. Current stable improvement is 19% from chapter and event fabricator optimizations.","next_action_hint":"Try group fabricator optimization (reduce members count) or other approaches"}}
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{"run":27,"commit":"34cc187","metric":12.83,"metrics":{"examples":372,"failures":0},"status":"keep","description":"Group fabricator optimization: Reduced members from 5 to 2 in :students and :coaches. 12.83s (28% faster than baseline)","timestamp":1777231621526,"segment":4,"confidence":5.8139534883720945,"iterationTokens":151,"asi":{"hypothesis":"Reducing member count in group fabricators reduces total objects created","findings":"12.83s (28% faster than 17.83s baseline). Members reduced from 5 to 2 in students/coaches fabricators. All specs pass.","next_action_hint":"Verify full suite passes with this optimization"}}
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{"run":22,"commit":"3e0d1ab","metric":12.8,"metrics":{"examples":995,"failures":0},"status":"keep","description":"Workshop fabricator optimization attempt reverted - requires too many test changes. Current state: Model specs ~12.8s (28% faster than baseline), Full suite 75s (25% faster)","timestamp":1777912489247,"segment":3,"confidence":4.373913043478257,"asi":{"hypothesis":"Workshop sponsor creation is expensive but deeply embedded in test suite","findings":"Reverting workshop fabricator changes - too many tests depend on host/sponsor. Current optimizations remain: chapter organiser removal, event sponsorship removal, group member reduction.","next_action_hint":"Full suite now 75s with 0 failures. Consider optimizing feature specs or looking at other fabricators."}}
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{"run":23,"commit":"d9e5744","metric":12.8,"metrics":{"examples":995,"failures":0},"status":"discard","description":"Tested multiple optimization hypotheses: meeting_spec let! reduction (no improvement), DatabaseCleaner deletion for js (slower), pool size increase (failures). No viable new optimizations found.","timestamp":1777913474694,"segment":3,"confidence":4.106122448979585,"asi":{"hypothesis":"Various micro-optimizations in feature specs and DatabaseCleaner","findings":"No significant improvements found. Feature spec overhead dominated by Capybara/Playwright browser time, not object creation. DatabaseCleaner truncation vs deletion shows no benefit.","next_action_hint":"Current state is optimal - 28% model spec improvement, 25% full suite improvement achieved. Further gains require major test restructuring or infrastructure changes."}}
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{"run":24,"commit":"d9e5744","metric":13.38,"metrics":{"examples":372,"failures":0},"status":"discard","description":"Reduced invitation_manager_spec members from 2 to 1 per group. Introduced flaky failures in invitation_spec.rb (ordering issues). Reverting.","timestamp":1777914750050,"segment":3,"confidence":4.412280701754382,"asi":{"hypothesis":"Reducing member count in invitation_manager_spec would reduce fabrication overhead","findings":"Change caused flaky failures in unrelated invitation_spec.rb tests. Likely due to shared state or ordering dependencies. Single run was faster (11.7s vs 13.4s) but unreliable.","next_action_hint":"Current state is stable. Further optimization would require investigating test isolation issues or looking at other spec files."}}
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