GlassBox Agent v1.0

Performance Tracker - agentic-trust-labs/glassbox-ai
Success Pipeline 33/71 merged - 46%
71Assigned (100%)62Analyzed (87%)58PR Created (82%)33Merged (46%)
Success rate over time
0%25%50%75%100% Issue # - current 46%
Overview
71
Total Issues
33
Merged
30
Failed
8
Open PRs
46%
Success Rate
40s
Avg TAT
358
Agent Runs
57
Run Success
4
Run Failures
Turnaround Time last 10 runs
30s avg
Avg breakdown per run
Setup10s (34%)
Agent18s (60%)
Ack1s (3%)
Overhead1s (3%)
Latest41s
Average40s
Best / Worst32s / 48s
TAT trend
0s12s24s36s48s32s Runs (chronological) - latest 41s
Recent Issues 30
#TitleTypeTemplate ClassifyFixTest PRResultDate
#138 Bug: fuzzy_find threshold too low (0.3) causes false positiv Bug wrong_value Y Y Y #143 Open 16 Feb 26, 18:26
#137 Bug: Default reaction is 'confused' instead of '+1' in GitHu Bug typo_fix Y Y Y #140 Open 16 Feb 26, 18:26
#136 Bug: HC2 and HC3 descriptions are swapped in constants.py Bug swapped_args Y Y Y #142 Open 16 Feb 26, 18:26
#135 Bug: Off-by-one in CodeEditor.apply() bounds check Bug typo_fix Y Y Y #141 Open 16 Feb 26, 18:26
#134 Bug: temperature_code is set to 1.0 instead of 0.1 in settin Bug wrong_value Y Y Y #139 Open 16 Feb 26, 18:26
#133 [Test] Webhook end-to-end verification Other - Y N N - Failed 16 Feb 26, 18:10
#131 Update PR body version string from v1 to v2 Other typo_fix Y Y Y #132 Open 16 Feb 26, 00:59
#128 Bug: debate rounds default to 1 instead of 3 Bug wrong_value Y Y Y #130 Open 16 Feb 26, 00:40
#127 Bug: trust_floor constant is 0.03 instead of 0.30 Bug wrong_value Y Y Y #129 Open 16 Feb 26, 00:40
#126 Bug: get_trust returns 0.50 instead of 0.85 for unknown agen Bug - Y N N - Failed 16 Feb 26, 00:39
#124 [Fix] Update ack message to say GlassBox Agent v1 not v2 Fix typo_fix Y Y Y #125 Merged 15 Feb 26, 23:19
#122 [Fix] Pin python-dotenv version to 1.1.0 in requirements.txt Fix wrong_value Y Y Y #123 Merged 15 Feb 26, 23:17
#120 [Fix] Pin pytest version to 8.3.5 in requirements.txt Fix wrong_value Y Y Y #121 Merged 15 Feb 26, 23:16
#118 [Fix] Pin pyyaml version to 6.0.2 in requirements.txt Fix wrong_value Y Y Y #119 Merged 15 Feb 26, 23:14
#116 [Fix] Pin pydantic version to 2.11.1 in requirements.txt Fix wrong_value Y Y Y #117 Merged 15 Feb 26, 23:13
#114 [Fix] Skip redundant syntax check in Tester - tests already Fix typo_fix Y Y Y #115 Closed 15 Feb 26, 23:12
#112 [Fix] Pin exact dependency versions in requirements.txt Fix wrong_value Y Y Y #113 Merged 15 Feb 26, 23:10
#110 [Fix] Remove -v verbose flag from test runner to reduce outp Fix wrong_value Y Y Y #111 Merged 15 Feb 26, 23:09
#108 [Fix] Use gpt-4o-mini for Manager classify to reduce latency Fix wrong_value Y Y Y #109 Closed 15 Feb 26, 23:05
#106 [Fix] Remove unused MCP dependency from requirements.txt Fix typo_fix Y Y Y #107 Merged 15 Feb 26, 23:01
#104 [Fix] Remove aider-chat from workflow pip install - not used Fix typo_fix Y Y Y #105 Merged 15 Feb 26, 22:59
#102 [Fix] HC prefix codes still showing in hard challenges displ Fix typo_fix Y Y Y #103 Merged 15 Feb 26, 22:42
#84 [Fix] Rename Agent v2 to v1 in PR body Fix wrong_value Y Y Y #93 Closed 15 Feb 26, 21:55
#83 [Fix] Remove HA/HC/SA ID codes from aspect display Fix wrong_value Y Y Y #92 Closed 15 Feb 26, 21:55
#82 [Fix] Add template description to Manager briefing Fix wrong_value Y Y Y #91 Closed 15 Feb 26, 21:55
#81 [Fix] Make file paths clickable GitHub links in JuniorDev co Fix swapped_args Y Y Y #90 Closed 15 Feb 26, 21:54
#80 [Fix] Truncate failure messages to human-readable summary Fix wrong_value Y Y Y #89 Closed 15 Feb 26, 21:54
#79 [Feature] Collapse hard challenges behind details tag Feature swapped_args Y Y Y #88 Merged 15 Feb 26, 21:54
#78 [Fix] Collapse hard aspects behind details tag Fix typo_fix Y Y Y #101 Merged 15 Feb 26, 21:54
#77 [Fix] Show before/after diff in JuniorDev comment Fix wrong_value Y Y Y #87 Closed 15 Feb 26, 21:54
Pull Requests 30
PRTitleIssueBranchStatusDate
#143 fix: fix fuzzy_find threshold value #138 agent/issue-138 Open -
#142 fix: Fixed swapped descriptions for HC2 and HC3 #136 agent/issue-136 Open -
#141 fix: Correct bounds check for 1-indexed lines. #135 agent/issue-135 Open -
#140 fix: Fix default reaction emoji to '+1' #137 agent/issue-137 Open -
#139 fix: Set temperature_code to 0.1 for deterministic code #134 agent/issue-134 Open -
#132 fix: Update PR body version string from v1 to v2 #131 agent/issue-131 Open -
#130 fix: Change default debate rounds to 3 #128 agent/issue-128 Open -
#129 fix: Update trust_floor constant to 0.30 #127 agent/issue-127 Open -
#125 fix: Fix typo in workflow step name from v2 to v1 #124 agent/issue-124 Merged 15 Feb 26, 23:20
#123 fix: Pin python-dotenv version to 1.1.0 #122 agent/issue-122 Merged 15 Feb 26, 23:18
#121 fix: Pin pytest version to 8.3.5 in requirements.txt #120 agent/issue-120 Merged 15 Feb 26, 23:17
#119 fix: Pin pyyaml version to 6.0.2 in requirements.txt #118 agent/issue-118 Merged 15 Feb 26, 23:15
#117 fix: Pin pydantic version to 2.11.1 in requirements.txt #116 agent/issue-116 Merged 15 Feb 26, 23:14
#115 fix: Remove redundant syntax check in Tester #114 agent/issue-114 Closed -
#113 fix: Pin exact version of openai dependency #112 agent/issue-112 Merged 15 Feb 26, 23:12
#111 fix: Remove verbose flag from test runner command #110 agent/issue-110 Merged 15 Feb 26, 23:10
#109 fix: Add model_classify setting and update Manager to u #108 agent/issue-108 Closed -
#107 fix: Remove unused mcp dependency from requirements.txt #106 agent/issue-106 Merged 15 Feb 26, 23:04
#105 fix: Remove aider-chat from pip install command in work #104 agent/issue-104 Merged 15 Feb 26, 23:01
#103 fix: Remove HC prefix codes from hard challenges displa #102 agent/issue-102 Merged 15 Feb 26, 22:44
#101 fix: Wrap hard aspects in collapsible details tag #78 agent/issue-78 Merged 15 Feb 26, 22:40
#100 fix: one-line commit message #77 agent/issue-77 Closed -
#99 fix: Make file paths clickable GitHub links #81 agent/issue-81 Merged 15 Feb 26, 22:34
#98 fix: Remove HA prefix codes from hard aspects display #83 agent/issue-83 Merged 15 Feb 26, 22:32
#97 fix: Add template description to Manager briefing #82 agent/issue-82 Merged 15 Feb 26, 22:31
#96 fix: Truncate failure messages to 100 chars #80 agent/issue-80 Merged 15 Feb 26, 22:29
#95 fix: Replace casual greeting with professional prefix #76 agent/issue-76 Merged 15 Feb 26, 22:27
#94 fix: Rename Agent v2 to v1 in PR body #84 agent/issue-84 Merged 15 Feb 26, 22:25
#93 fix: Fix issue #84: Rename Agent v2 to v1 in PR body #84 agent/issue-84 Closed -
#92 fix: Remove ID codes from hard aspects display #83 agent/issue-83 Closed -
Failure Diagnostics 6
PatternDescriptionCount%Issues
Debate Rejection Multi-agent debate could not reach consensus to approve 2 33% #18, #20
#26: ❌ **Fix failed after 3 attempts.** Could not apply. String 1 17% #26
#27: ❌ **GlassBox Agent crashed:** `NameError: name 'read_sources 1 17% #27
SyntaxError Generated code with invalid Python syntax 1 17% #30
Test Failure Fix broke existing tests or new tests failed 1 17% #32
Agent Runs 30
RunTitleTriggerResultDurationDate
22063815673 Bug: fuzzy_find threshold too low (0.3) cause issue_comment Skipped 1s 16 Feb 26, 18:33
22063814243 Bug: fuzzy_find threshold too low (0.3) cause issue_comment cancelled 4s 16 Feb 26, 18:33
22063814164 Bug: fuzzy_find threshold too low (0.3) cause issue_comment cancelled 1s 16 Feb 26, 18:33
22063810631 Bug: HC2 and HC3 descriptions are swapped in issue_comment Skipped 2s 16 Feb 26, 18:33
22063809315 Bug: HC2 and HC3 descriptions are swapped in issue_comment cancelled 3s 16 Feb 26, 18:33
22063809058 Bug: HC2 and HC3 descriptions are swapped in issue_comment cancelled 2s 16 Feb 26, 18:33
22063807643 Bug: Off-by-one in CodeEditor.apply() bounds issue_comment Skipped 1s 16 Feb 26, 18:32
22063806157 Bug: Off-by-one in CodeEditor.apply() bounds issue_comment cancelled 4s 16 Feb 26, 18:32
22063805592 Bug: Off-by-one in CodeEditor.apply() bounds issue_comment cancelled 2s 16 Feb 26, 18:32
22063798412 Bug: fuzzy_find threshold too low (0.3) cause issue_comment cancelled 30s 16 Feb 26, 18:32
22063794479 Bug: fuzzy_find threshold too low (0.3) cause issues Success 41s 16 Feb 26, 18:32
22063794220 Bug: HC2 and HC3 descriptions are swapped in issue_comment cancelled 28s 16 Feb 26, 18:32
22063790873 Bug: HC2 and HC3 descriptions are swapped in issues Success 39s 16 Feb 26, 18:32
22063790372 Bug: Off-by-one in CodeEditor.apply() bounds issue_comment cancelled 30s 16 Feb 26, 18:32
22063787059 Bug: Off-by-one in CodeEditor.apply() bounds issues Success 41s 16 Feb 26, 18:32
22063651895 Bug: Default reaction is 'confused' instead o issue_comment Skipped 2s 16 Feb 26, 18:27
22063650921 Bug: Default reaction is 'confused' instead o issue_comment cancelled 3s 16 Feb 26, 18:27
22063650481 Bug: Default reaction is 'confused' instead o issue_comment cancelled 2s 16 Feb 26, 18:27
22063649703 Bug: temperature_code is set to 1.0 instead o issue_comment Skipped 2s 16 Feb 26, 18:27
22063648471 Bug: temperature_code is set to 1.0 instead o issue_comment cancelled 3s 16 Feb 26, 18:27
22063648204 Bug: temperature_code is set to 1.0 instead o issue_comment cancelled 2s 16 Feb 26, 18:27
22063636485 Bug: fuzzy_find threshold too low (0.3) cause issue_comment Skipped 3s 16 Feb 26, 18:27
22063635430 Bug: Default reaction is 'confused' instead o issue_comment cancelled 30s 16 Feb 26, 18:27
22063634002 Bug: HC2 and HC3 descriptions are swapped in issue_comment Skipped 2s 16 Feb 26, 18:27
22063632909 Bug: fuzzy_find threshold too low (0.3) cause issues cancelled 8s 16 Feb 26, 18:27
22063632103 Bug: Off-by-one in CodeEditor.apply() bounds issue_comment Skipped 2s 16 Feb 26, 18:27
22063631277 Bug: Default reaction is 'confused' instead o issues cancelled 42s 16 Feb 26, 18:27
22063630005 Bug: temperature_code is set to 1.0 instead o issue_comment cancelled 37s 16 Feb 26, 18:27
22063629701 Bug: HC2 and HC3 descriptions are swapped in issues cancelled 9s 16 Feb 26, 18:27
22063627935 Bug: Off-by-one in CodeEditor.apply() bounds issues cancelled 9s 16 Feb 26, 18:27