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lines changed Original file line number Diff line number Diff line change 11{
22 "metadata" : {
3- "title" : " Variance all gaps: 26 tasks (8 need 2 passes, 18 need 1 )" ,
4- "description" : " Targeted variance rerun. Generated by variance_gap_analysis.py ." ,
3+ "title" : " Variance rerun: ALL SDLC gap tasks (27 tasks )" ,
4+ "description" : " Combined rerun config for all SDLC tasks with < 3 paired passes ." ,
55 "generated_date" : " 2026-03-01" ,
6- "total_tasks" : 26 ,
7- "note" : " Run this config ONCE. Then run wave1 config once more to complete the 8 tasks that need 2 total additional passes. Total: 26*2 + 8*2 = 68 sandbox runs."
6+ "total_tasks" : 27
87 },
98 "methodology" : {
109 "sdlc_suites" : [
1514 ]
1615 },
1716 "statistics" : {
18- "total_tasks" : 26 ,
17+ "total_tasks" : 27 ,
1918 "per_suite" : {
2019 "ccb_debug" : 2 ,
2120 "ccb_feature" : 4 ,
22- "ccb_fix" : 5 ,
21+ "ccb_fix" : 6 ,
2322 "ccb_test" : 15
2423 }
2524 },
112111 "repo" : " microsoft/vscode" ,
113112 "mcp_benefit_score" : 0.87
114113 },
114+ {
115+ "task_id" : " ansible-abc-imports-fix-001" ,
116+ "benchmark" : " ccb_fix" ,
117+ "task_dir" : " ccb_fix/ansible-abc-imports-fix-001" ,
118+ "language" : " python" ,
119+ "difficulty" : " medium" ,
120+ "current_bl_runs" : 3 ,
121+ "current_mcp_runs" : 2 ,
122+ "current_paired" : 2 ,
123+ "runs_needed" : 1 ,
124+ "sdlc_phase" : " fix" ,
125+ "repo" : " ansible/ansible" ,
126+ "mcp_benefit_score" : 0.75
127+ },
115128 {
116129 "task_id" : " flink-window-late-data-fix-001" ,
117130 "benchmark" : " ccb_fix" ,
134147 "language" : " javascript" ,
135148 "difficulty" : " medium" ,
136149 "current_bl_runs" : 2 ,
137- "current_mcp_runs" : 4 ,
150+ "current_mcp_runs" : 3 ,
138151 "current_paired" : 2 ,
139152 "runs_needed" : 1 ,
140153 "sdlc_phase" : " fix" ,
Original file line number Diff line number Diff line change 11{
22 "metadata" : {
3- "title" : " Variance rerun: ccb_fix gap tasks (5 tasks, target 3 pairs)" ,
3+ "title" : " Variance rerun: ccb_fix gap tasks (6 tasks, target 3 pairs)" ,
44 "description" : " Targeted rerun for ccb_fix tasks with < 3 paired passes. Generated by variance_gap_analysis.py." ,
55 "generated_date" : " 2026-03-01" ,
6- "total_tasks" : 5 ,
6+ "total_tasks" : 6 ,
77 "max_concurrency_needed" : 1 ,
88 "note" : " Run with --concurrency 1 to fill all gaps in one batch. Or run with --concurrency 1 multiple times."
99 },
1313 ]
1414 },
1515 "statistics" : {
16- "total_tasks" : 5 ,
16+ "total_tasks" : 6 ,
1717 "per_suite" : {
18- "ccb_fix" : 5
18+ "ccb_fix" : 6
1919 }
2020 },
2121 "tasks" : [
22+ {
23+ "task_id" : " ansible-abc-imports-fix-001" ,
24+ "benchmark" : " ccb_fix" ,
25+ "task_dir" : " ccb_fix/ansible-abc-imports-fix-001" ,
26+ "language" : " python" ,
27+ "difficulty" : " medium" ,
28+ "current_bl_runs" : 3 ,
29+ "current_mcp_runs" : 2 ,
30+ "current_paired" : 2 ,
31+ "runs_needed" : 1 ,
32+ "sdlc_phase" : " fix" ,
33+ "repo" : " ansible/ansible" ,
34+ "mcp_benefit_score" : 0.75
35+ },
2236 {
2337 "task_id" : " flink-window-late-data-fix-001" ,
2438 "benchmark" : " ccb_fix" ,
4155 "language" : " javascript" ,
4256 "difficulty" : " medium" ,
4357 "current_bl_runs" : 2 ,
44- "current_mcp_runs" : 4 ,
58+ "current_mcp_runs" : 3 ,
4559 "current_paired" : 2 ,
4660 "runs_needed" : 1 ,
4761 "sdlc_phase" : " fix" ,
Original file line number Diff line number Diff line change 11{
22 "metadata" : {
3- "title" : " Variance all gaps (Daytona) : 22 tasks" ,
3+ "title" : " Variance gap : 22 Daytona-compatible tasks" ,
44 "description" : " Targeted variance rerun. Generated by variance_gap_analysis.py." ,
55 "generated_date" : " 2026-03-01" ,
66 "total_tasks" : 22 ,
7- "note" : " Run ONCE, then run wave1_daytona.json once more. 6 need 2 passes, 16 need 1. Total: 56 sandbox runs ."
7+ "note" : " Run ONCE for all tasks. Then run wave1_daytona.json once more for tasks needing 2 passes."
88 },
99 "methodology" : {
1010 "sdlc_suites" : [
353353 "mcp_benefit_score" : 0.72
354354 }
355355 ]
356- }
356+ }
Original file line number Diff line number Diff line change 11{
22 "metadata" : {
3- "title" : " Variance gaps (local Docker): 4 sweap-images tasks" ,
3+ "title" : " Variance gap: 5 sweap-images tasks (local Docker only) " ,
44 "description" : " Targeted variance rerun. Generated by variance_gap_analysis.py." ,
55 "generated_date" : " 2026-03-01" ,
6- "total_tasks" : 4 ,
7- "note" : " Run with LOCAL Docker (no Daytona). These tasks use jefzda/sweap-images . Run TWICE for tasks needing 2 passes."
6+ "total_tasks" : 5 ,
7+ "note" : " Daytona-incompatible . Run on local Docker. Tasks needing 2 passes must be run twice ."
88 },
99 "methodology" : {
1010 "sdlc_suites" : [
1313 ]
1414 },
1515 "statistics" : {
16- "total_tasks" : 4 ,
16+ "total_tasks" : 5 ,
1717 "per_suite" : {
1818 "ccb_debug" : 2 ,
19- "ccb_fix" : 2
19+ "ccb_fix" : 3
2020 }
2121 },
2222 "tasks" : [
4848 "repo" : " tutanota/tutanota" ,
4949 "mcp_benefit_score" : 0.75
5050 },
51+ {
52+ "task_id" : " ansible-abc-imports-fix-001" ,
53+ "benchmark" : " ccb_fix" ,
54+ "task_dir" : " ccb_fix/ansible-abc-imports-fix-001" ,
55+ "language" : " python" ,
56+ "difficulty" : " medium" ,
57+ "current_bl_runs" : 3 ,
58+ "current_mcp_runs" : 2 ,
59+ "current_paired" : 2 ,
60+ "runs_needed" : 1 ,
61+ "sdlc_phase" : " fix" ,
62+ "repo" : " ansible/ansible" ,
63+ "mcp_benefit_score" : 0.75
64+ },
5165 {
5266 "task_id" : " nodebb-plugin-validate-fix-001" ,
5367 "benchmark" : " ccb_fix" ,
5468 "task_dir" : " ccb_fix/nodebb-plugin-validate-fix-001" ,
5569 "language" : " javascript" ,
5670 "difficulty" : " medium" ,
5771 "current_bl_runs" : 2 ,
58- "current_mcp_runs" : 4 ,
72+ "current_mcp_runs" : 3 ,
5973 "current_paired" : 2 ,
6074 "runs_needed" : 1 ,
6175 "sdlc_phase" : " fix" ,
7892 "mcp_benefit_score" : 0.85
7993 }
8094 ]
81- }
95+ }
Original file line number Diff line number Diff line change 11{
22 "metadata" : {
3- "title" : " Variance wave 1 ( Daytona) : 6 tasks needing 2+ passes" ,
3+ "title" : " Wave 1 Daytona: 6 tasks needing 2+ passes" ,
44 "description" : " Targeted variance rerun. Generated by variance_gap_analysis.py." ,
55 "generated_date" : " 2026-03-01" ,
66 "total_tasks" : 6 ,
7- "note" : " Run this config TWICE to fill gaps. Daytona-compatible only ."
7+ "note" : " Run this config TWICE on Daytona to fill the gap ."
88 },
99 "methodology" : {
1010 "sdlc_suites" : [
111111 "mcp_benefit_score" : 0.72
112112 }
113113 ]
114- }
114+ }
Original file line number Diff line number Diff line change 11{
22 "metadata" : {
3- "title" : " Variance wave 1: tasks needing 2+ passes ( 8 tasks) " ,
3+ "title" : " All tasks needing 2+ passes: 8 tasks" ,
44 "description" : " Targeted variance rerun. Generated by variance_gap_analysis.py." ,
55 "generated_date" : " 2026-03-01" ,
6- "total_tasks" : 8 ,
7- "note" : " Run this config TWICE (--concurrency 1, two separate invocations) to fill all gaps. These 8 tasks have only 1 paired pass each."
6+ "total_tasks" : 8
87 },
98 "methodology" : {
109 "sdlc_suites" : [
141140 "mcp_benefit_score" : 0.72
142141 }
143142 ]
144- }
143+ }
Original file line number Diff line number Diff line change 11{
22 "metadata" : {
3- "title" : " Variance wave 2 ( Daytona) : 16 tasks needing 1 pass" ,
3+ "title" : " Wave 2 Daytona: 16 tasks needing 1 pass" ,
44 "description" : " Targeted variance rerun. Generated by variance_gap_analysis.py." ,
55 "generated_date" : " 2026-03-01" ,
66 "total_tasks" : 16 ,
7- "note" : " Run this config ONCE to fill gaps. Daytona-compatible only ."
7+ "note" : " Run this config ONCE on Daytona."
88 },
99 "methodology" : {
1010 "sdlc_suites" : [
263263 "mcp_benefit_score" : 0.72
264264 }
265265 ]
266- }
266+ }
Original file line number Diff line number Diff line change 11{
22 "metadata" : {
3- "title" : " Variance wave 2: tasks needing 1 pass (18 tasks) " ,
3+ "title" : " All tasks needing 1 pass: 19 tasks" ,
44 "description" : " Targeted variance rerun. Generated by variance_gap_analysis.py." ,
55 "generated_date" : " 2026-03-01" ,
6- "total_tasks" : 18 ,
7- "note" : " Run this config ONCE to fill all gaps. These 18 tasks have 2 paired passes and need exactly 1 more."
6+ "total_tasks" : 19
87 },
98 "methodology" : {
109 "sdlc_suites" : [
1413 ]
1514 },
1615 "statistics" : {
17- "total_tasks" : 18 ,
16+ "total_tasks" : 19 ,
1817 "per_suite" : {
1918 "ccb_feature" : 1 ,
20- "ccb_fix" : 5 ,
19+ "ccb_fix" : 6 ,
2120 "ccb_test" : 12
2221 }
2322 },
3736 "repo" : " kubernetes/kubernetes" ,
3837 "mcp_benefit_score" : 0.88
3938 },
39+ {
40+ "task_id" : " ansible-abc-imports-fix-001" ,
41+ "benchmark" : " ccb_fix" ,
42+ "task_dir" : " ccb_fix/ansible-abc-imports-fix-001" ,
43+ "language" : " python" ,
44+ "difficulty" : " medium" ,
45+ "current_bl_runs" : 3 ,
46+ "current_mcp_runs" : 2 ,
47+ "current_paired" : 2 ,
48+ "runs_needed" : 1 ,
49+ "sdlc_phase" : " fix" ,
50+ "repo" : " ansible/ansible" ,
51+ "mcp_benefit_score" : 0.75
52+ },
4053 {
4154 "task_id" : " flink-window-late-data-fix-001" ,
4255 "benchmark" : " ccb_fix" ,
5972 "language" : " javascript" ,
6073 "difficulty" : " medium" ,
6174 "current_bl_runs" : 2 ,
62- "current_mcp_runs" : 4 ,
75+ "current_mcp_runs" : 3 ,
6376 "current_paired" : 2 ,
6477 "runs_needed" : 1 ,
6578 "sdlc_phase" : " fix" ,
292305 "mcp_benefit_score" : 0.72
293306 }
294307 ]
295- }
308+ }
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