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Benchmark Jev with and without DSPy across repeated searches and calibration - #28
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…earches and disjoint calibration
… fresh prompt searches manual
…alization regressions and restart bounded live study
…prevent automatic repeat charges
…y, calibration ablations and graph/workflow comparison reports
…nterpretation; execute complete paired benchmark pipeline
This was referenced Sep 18, 2026
CompleteDotTech
marked this pull request as ready for review
September 28, 2026 19:31
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Scope
This first branch of the DSPy benchmark stack adds the frozen v2 protocol, primary search and calibration harnesses, independent audit code, and focused tests. It preserves the historical live captures for the downstream offline audit and publication in #29 and #30.
The first primary run 35342763186 had four failed entity jobs, so it did not establish full coverage. The completion run 35345560822 supplied the missing captures. Its hosted analysis then failed on a numerical near-tie; #29 repairs the independent analysis using those existing bytes. Together the preserved captures support eight formulations and 40 actual DSPy searches (five per formulation). No new model calls were made in this remediation.
All new workflows are manual-only; paid inference jobs in this branch have an unsatisfied authorization condition. The separate #32 comparison package, manual workflows, optimizer inventory, and #33 structural study remain integrated.
Full measured results and durable raw journals arrive in #30. The original frozen research inventory remains unchanged.