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tobjend dd183f6241 feat: 4-codebase evaluation — conventions vs completions tradeoff 
Added kotlinx.coroutines (1040 .kt files) and FastAPI (1129 .py files).

Key findings across 4 codebases:
- Coarsening trades per-package coverage for cross-package reach
- FastAPI: coverage IMPROVES (12.4% -> 20.7%), cross-pkg +15
- Coroutines: cross-pkg +15, real exception-handling patterns
- RAGSAK: cross-pkg +18, null-check conventions across 8 packages
- Flask: slight cross-pkg loss, rendering conventions still visible

The conventions vs completions tradeoff is real and measurable.
2026-07-12 01:14:09 +02:00
..
baseline_package.json experiments: test all context strategies on RAGSAK — behavioral grouping wins 2026-07-11 23:40:21 +02:00
coarsen_coroutines.json feat: 4-codebase evaluation — conventions vs completions tradeoff 2026-07-12 01:14:09 +02:00
coarsen_fastapi.json feat: 4-codebase evaluation — conventions vs completions tradeoff 2026-07-12 01:14:09 +02:00
coarsen_flask.json feat: 4-codebase evaluation — conventions vs completions tradeoff 2026-07-12 01:14:09 +02:00
coarsen_ragsak.json feat: 4-codebase evaluation — conventions vs completions tradeoff 2026-07-12 01:14:09 +02:00
file_path_k1.json experiments: test all context strategies on RAGSAK — behavioral grouping wins 2026-07-11 23:40:21 +02:00
file_path_k2.json experiments: test all context strategies on RAGSAK — behavioral grouping wins 2026-07-11 23:40:21 +02:00
file_path_k3.json experiments: test all context strategies on RAGSAK — behavioral grouping wins 2026-07-11 23:40:21 +02:00
first_k_sym_1.json experiments: test all context strategies on RAGSAK — behavioral grouping wins 2026-07-11 23:40:21 +02:00
first_k_sym_2.json experiments: test all context strategies on RAGSAK — behavioral grouping wins 2026-07-11 23:40:21 +02:00
first_k_sym_3.json experiments: test all context strategies on RAGSAK — behavioral grouping wins 2026-07-11 23:40:21 +02:00
flask_baseline_package.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_file_path_k1.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_file_path_k2.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_file_path_k3.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_first_k_sym_1.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_first_k_sym_2.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_first_k_sym_3.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_reduce_k1_e01.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_reduce_k1_e02.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_reduce_k1_e03.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_reduce_k1_e04.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_reduce_k1_e005.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_reduce_k1_e015.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_reduce_k2_e01.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_reduce_k2_e02.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_reduce_k2_e03.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_reduce_k2_e04.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_reduce_k2_e005.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_reduce_k2_e015.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_reduce_k3_e01.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_reduce_k3_e02.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_reduce_k3_e03.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_reduce_k3_e04.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_reduce_k3_e005.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_reduce_k3_e015.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_return_type_heuristic.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_summary.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_two_d_p1_s1.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_two_d_p1_s2.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_two_d_p2_s1.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
flask_two_d_p2_s2.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_baseline_package.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_file_path_k1.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_file_path_k2.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_file_path_k3.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_first_k_sym_1.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_first_k_sym_2.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_first_k_sym_3.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_reduce_k1_e01.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_reduce_k1_e02.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_reduce_k1_e03.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_reduce_k1_e04.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_reduce_k1_e005.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_reduce_k1_e015.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_reduce_k2_e01.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_reduce_k2_e02.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_reduce_k2_e03.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_reduce_k2_e04.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_reduce_k2_e005.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_reduce_k2_e015.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_reduce_k3_e01.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_reduce_k3_e02.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_reduce_k3_e03.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_reduce_k3_e04.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_reduce_k3_e005.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_reduce_k3_e015.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_return_type_heuristic.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_summary.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_two_d_p1_s1.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_two_d_p1_s2.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_two_d_p2_s1.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
ragsak_two_d_p2_s2.json feat: implement Reduce algorithm (Algorithm 4, TODS 2010) 2026-07-12 00:11:38 +02:00
return_type_heuristic.json experiments: test all context strategies on RAGSAK — behavioral grouping wins 2026-07-11 23:40:21 +02:00
summary.json experiments: test all context strategies on RAGSAK — behavioral grouping wins 2026-07-11 23:40:21 +02:00
two_d_p1_s1.json experiments: test all context strategies on RAGSAK — behavioral grouping wins 2026-07-11 23:40:21 +02:00
two_d_p1_s2.json experiments: test all context strategies on RAGSAK — behavioral grouping wins 2026-07-11 23:40:21 +02:00
two_d_p2_s1.json experiments: test all context strategies on RAGSAK — behavioral grouping wins 2026-07-11 23:40:21 +02:00
two_d_p2_s2.json experiments: test all context strategies on RAGSAK — behavioral grouping wins 2026-07-11 23:40:21 +02:00