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USHIFT-6764: Introduce bug correlation in analyze-ci:doctor reports#6420

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openshift-merge-bot[bot] merged 5 commits intoopenshift:mainfrom
ggiguash:ci-doctor-bug-correlation
Mar 30, 2026
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USHIFT-6764: Introduce bug correlation in analyze-ci:doctor reports#6420
openshift-merge-bot[bot] merged 5 commits intoopenshift:mainfrom
ggiguash:ci-doctor-bug-correlation

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@ggiguash ggiguash commented Mar 28, 2026

Overview

  • The analyze-ci:create-bugs command now saves a machine-readable bug mapping file
  • Removed automatic bug filtering from analyze-ci:create-bugs to improve predictability of the result
  • The analyze-ci:create-report command uses the bug mapping file to include JIRA issues in the generate report
  • The analyze-ci:doctor adds a step to perform bug correlation based on the above functionality

Sample Report

microshift-ci-doctor-report.html

When Related Bugs Are Found

image

When Related Bugs Are Missing

image

Sample Run

❯ /analyze-ci:doctor 4.18,4.20

...

● All 3 analysis agents launched in parallel:                                         
  - Release 4.18 - analyzing periodic jobs                                         
  - Release 4.20 - analyzing periodic jobs                                            
  - Rebase PRs - analyzing open rebase pull requests                                  
                                                                                      
  Waiting for all agents to complete before proceeding to bug correlation... 

...

● All 3 analysis agents are complete. Now launching bug correlation (dry-run)   
  for all sources in parallel.                                                
                                                                                                                                                               
● Running bug correlation for releases 4.18, 4.20, and rebase PRs in parallel.  
                                                                                
● 3 background agents launched (↓ to manage)                                    
   ├─ Bug correlation 4.18                                                      
   ├─ Bug correlation 4.20                                                      
   └─ Bug correlation rebase PRs                                                

...

● All bug correlation agents are complete. Now launching the HTML report        
  generation.                                               
                                                                                
● Agent(Generate HTML report)                                                   
  ⎿  Done (12 tool uses · 36.5k tokens · 2m 41s)                                
  (ctrl+o to expand)                                                            
                                                                                
● Analysis complete.       

@openshift-ci-robot openshift-ci-robot added the jira/valid-reference Indicates that this PR references a valid Jira ticket of any type. label Mar 28, 2026
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openshift-ci-robot commented Mar 28, 2026

@ggiguash: This pull request references USHIFT-6764 which is a valid jira issue.

Warning: The referenced jira issue has an invalid target version for the target branch this PR targets: expected the story to target the "4.22.0" version, but no target version was set.

Details

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coderabbitai bot commented Mar 28, 2026

No actionable comments were generated in the recent review. 🎉

ℹ️ Recent review info
⚙️ Run configuration

Configuration used: Repository YAML (base), Organization UI (inherited)

Review profile: CHILL

Plan: Pro

Run ID: d4f51ff3-b79a-4a98-be58-82bccb723658

📥 Commits

Reviewing files that changed from the base of the PR and between 5de6745 and 90f1805.

📒 Files selected for processing (1)
  • .claude/commands/analyze-ci/create-report.md
🚧 Files skipped from review as they are similar to previous changes (1)
  • .claude/commands/analyze-ci/create-report.md

Walkthrough

Documentation updates across five analyze-ci command docs: removed CI failure filtering, added machine-readable bug mapping output and consumption, parallelized dry-run create-bugs runs, broadened accepted job URL formats, and added Skill to allowed-tools metadata.

Changes

Cohort / File(s) Summary
Bug Generation & Filtering
./.claude/commands/analyze-ci/create-bugs.md
Removed filtering that excluded low-severity and infrastructure failures; all CI failures are now bug candidates. Added Step 7b to emit machine-readable bug mapping files (${WORKDIR}/analyze-ci-bugs-<source>.txt) in dry-run and create modes; adjusted dry-run control flow and notes.
Bug Correlation & Reporting
./.claude/commands/analyze-ci/create-report.md
Added ingestion of analyze-ci-bugs-*.txt mapping files, parsing of --- BUG CANDIDATE --- blocks, and fuzzy matching to correlate TOP ISSUES and failed PR jobs with JIRA duplicates/regressions. Updated HTML template to display JIRA Bugs (links and fallback text) and added CSS classes for bug link styling.
Workflow Orchestration
./.claude/commands/analyze-ci/doctor.md
Replaced Step 4 to run analyze-ci:create-bugs in dry-run for each release (parallel agents) producing mapping files. Step 5 now waits for those agents and invokes analyze-ci:create-report, consuming mapping files; error handling updated so missing mapping files do not block other runs.
Job URL Format Support
./.claude/commands/analyze-ci/prow-job.md
Generalized job URL → GCS path derivation to accept both Prow web and GCS web URL formats; updated example sed patterns so gcloud storage cp -r downloads artifacts correctly for either URL form.
Tool Configuration
./.claude/commands/analyze-ci/test-job.md
Added Skill to the allowed-tools list in the command metadata front-matter.

Estimated code review effort

🎯 3 (Moderate) | ⏱️ ~20 minutes

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@openshift-ci openshift-ci bot added the do-not-merge/work-in-progress Indicates that a PR should not merge because it is a work in progress. label Mar 28, 2026
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Skipping CI for Draft Pull Request.
If you want CI signal for your change, please convert it to an actual PR.
You can still manually trigger a test run with /test all

@openshift-ci openshift-ci bot added the approved Indicates a PR has been approved by an approver from all required OWNERS files. label Mar 28, 2026
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@coderabbitai perform full review

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coderabbitai bot commented Mar 30, 2026

@ggiguash Sure, kicking off a full review of the PR now!

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openshift-ci-robot commented Mar 30, 2026

@ggiguash: This pull request references USHIFT-6764 which is a valid jira issue.

Warning: The referenced jira issue has an invalid target version for the target branch this PR targets: expected the story to target the "4.22.0" version, but no target version was set.

Details

In response to this:

Overview

Sample Run

❯ /analyze-ci:doctor main,4.22

...

● All 3 analysis agents launched in parallel:                                         
 - Release main - analyzing periodic jobs                                         
 - Release 4.22 - analyzing periodic jobs                                            
 - Rebase PRs - analyzing open rebase pull requests                                  
                                                                                     
 Waiting for all agents to complete before proceeding to bug correlation... 

...


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🧹 Nitpick comments (1)
.claude/commands/analyze-ci/create-report.md (1)

286-290: Good correlation strategy with a caveat.

The fuzzy keyword matching approach using distinctive terms (tool names, test IDs, error codes) is pragmatic and robust. However, the fuzzy nature means the implementation will need careful tuning to avoid false positives (linking unrelated bugs) or false negatives (missing valid matches).

Consider documenting expected match confidence criteria or providing examples of what constitutes a "significant keyword match".

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.claude/commands/analyze-ci/create-report.md around lines 286 - 290, Update
the "Bug Correlation" section to document match-confidence rules and examples:
describe how fuzzy keyword matches against ERROR_SIGNATURE are scored (e.g.,
required minimum shared distinctive-term count, weighted terms like tool
names/test IDs/error codes, and thresholds for exact vs. fuzzy matches), note
safeguards to avoid false positives (e.g., require matches on at least one
high-weight token and overall score >= threshold), and show 2–3 concrete
examples mapping an issue title/description or job root cause to a BUG CANDIDATE
(including when to treat JIRA_DUPLICATES and JIRA_REGRESSIONS as matches vs.
when to show <span class="no-bugs">No tracked bugs</span>); reference
ERROR_SIGNATURE, JIRA_DUPLICATES, JIRA_REGRESSIONS, and the "Bug Correlation"
section so reviewers can find and tune thresholds.
🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.

Nitpick comments:
In @.claude/commands/analyze-ci/create-report.md:
- Around line 286-290: Update the "Bug Correlation" section to document
match-confidence rules and examples: describe how fuzzy keyword matches against
ERROR_SIGNATURE are scored (e.g., required minimum shared distinctive-term
count, weighted terms like tool names/test IDs/error codes, and thresholds for
exact vs. fuzzy matches), note safeguards to avoid false positives (e.g.,
require matches on at least one high-weight token and overall score >=
threshold), and show 2–3 concrete examples mapping an issue title/description or
job root cause to a BUG CANDIDATE (including when to treat JIRA_DUPLICATES and
JIRA_REGRESSIONS as matches vs. when to show <span class="no-bugs">No tracked
bugs</span>); reference ERROR_SIGNATURE, JIRA_DUPLICATES, JIRA_REGRESSIONS, and
the "Bug Correlation" section so reviewers can find and tune thresholds.

ℹ️ Review info
⚙️ Run configuration

Configuration used: Repository YAML (base), Organization UI (inherited)

Review profile: CHILL

Plan: Pro

Run ID: 49d57cc5-b998-4f63-8057-cfdfe29fd004

📥 Commits

Reviewing files that changed from the base of the PR and between bad0cfb and dcd7545.

📒 Files selected for processing (5)
  • .claude/commands/analyze-ci/create-bugs.md
  • .claude/commands/analyze-ci/create-report.md
  • .claude/commands/analyze-ci/doctor.md
  • .claude/commands/analyze-ci/prow-job.md
  • .claude/commands/analyze-ci/test-job.md

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openshift-ci-robot commented Mar 30, 2026

@ggiguash: This pull request references USHIFT-6764 which is a valid jira issue.

Warning: The referenced jira issue has an invalid target version for the target branch this PR targets: expected the story to target the "4.22.0" version, but no target version was set.

Details

In response to this:

Overview

Sample Run

❯ /analyze-ci:doctor 4.18,4.20

...

● All 3 analysis agents launched in parallel:                                         
 - Release 4.18 - analyzing periodic jobs                                         
 - Release 4.20 - analyzing periodic jobs                                            
 - Rebase PRs - analyzing open rebase pull requests                                  
                                                                                     
 Waiting for all agents to complete before proceeding to bug correlation... 

...


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openshift-ci-robot commented Mar 30, 2026

@ggiguash: This pull request references USHIFT-6764 which is a valid jira issue.

Warning: The referenced jira issue has an invalid target version for the target branch this PR targets: expected the story to target the "4.22.0" version, but no target version was set.

Details

In response to this:

Overview

  • The analyze-ci:create-bugs command now saves a machine-readable bug mapping file
  • Removed automatic bug filtering from analyze-ci:create-bugs to improve predictability of the result
  • The analyze-ci:create-report command uses the bug mapping file to include JIRA issues in the generate report
  • The analyze-ci:doctor adds a step to perform bug correlation based on the above functionality

Sample Run

❯ /analyze-ci:doctor 4.18,4.20

...

● All 3 analysis agents launched in parallel:                                         
 - Release 4.18 - analyzing periodic jobs                                         
 - Release 4.20 - analyzing periodic jobs                                            
 - Rebase PRs - analyzing open rebase pull requests                                  
                                                                                     
 Waiting for all agents to complete before proceeding to bug correlation... 

...


Instructions for interacting with me using PR comments are available here. If you have questions or suggestions related to my behavior, please file an issue against the openshift-eng/jira-lifecycle-plugin repository.

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openshift-ci-robot commented Mar 30, 2026

@ggiguash: This pull request references USHIFT-6764 which is a valid jira issue.

Warning: The referenced jira issue has an invalid target version for the target branch this PR targets: expected the story to target the "4.22.0" version, but no target version was set.

Details

In response to this:

Overview

  • The analyze-ci:create-bugs command now saves a machine-readable bug mapping file
  • Removed automatic bug filtering from analyze-ci:create-bugs to improve predictability of the result
  • The analyze-ci:create-report command uses the bug mapping file to include JIRA issues in the generate report
  • The analyze-ci:doctor adds a step to perform bug correlation based on the above functionality

Sample Run

❯ /analyze-ci:doctor 4.18,4.20

...

● All 3 analysis agents launched in parallel:                                         
 - Release 4.18 - analyzing periodic jobs                                         
 - Release 4.20 - analyzing periodic jobs                                            
 - Rebase PRs - analyzing open rebase pull requests                                  
                                                                                     
 Waiting for all agents to complete before proceeding to bug correlation... 

...

● All 3 analysis agents are complete. Now launching bug correlation (dry-run)   
 for all sources in parallel.                                                
                                                                                                                                                              
● Running bug correlation for releases 4.18, 4.20, and rebase PRs in parallel.  
                                                                               
● 3 background agents launched (↓ to manage)                                    
  ├─ Bug correlation 4.18                                                      
  ├─ Bug correlation 4.20                                                      
  └─ Bug correlation rebase PRs                                                

...

Instructions for interacting with me using PR comments are available here. If you have questions or suggestions related to my behavior, please file an issue against the openshift-eng/jira-lifecycle-plugin repository.

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openshift-ci-robot commented Mar 30, 2026

@ggiguash: This pull request references USHIFT-6764 which is a valid jira issue.

Warning: The referenced jira issue has an invalid target version for the target branch this PR targets: expected the story to target the "4.22.0" version, but no target version was set.

Details

In response to this:

Overview

  • The analyze-ci:create-bugs command now saves a machine-readable bug mapping file
  • Removed automatic bug filtering from analyze-ci:create-bugs to improve predictability of the result
  • The analyze-ci:create-report command uses the bug mapping file to include JIRA issues in the generate report
  • The analyze-ci:doctor adds a step to perform bug correlation based on the above functionality

Sample Run

❯ /analyze-ci:doctor 4.18,4.20

...

● All 3 analysis agents launched in parallel:                                         
 - Release 4.18 - analyzing periodic jobs                                         
 - Release 4.20 - analyzing periodic jobs                                            
 - Rebase PRs - analyzing open rebase pull requests                                  
                                                                                     
 Waiting for all agents to complete before proceeding to bug correlation... 

...

● All 3 analysis agents are complete. Now launching bug correlation (dry-run)   
 for all sources in parallel.                                                
                                                                                                                                                              
● Running bug correlation for releases 4.18, 4.20, and rebase PRs in parallel.  
                                                                               
● 3 background agents launched (↓ to manage)                                    
  ├─ Bug correlation 4.18                                                      
  ├─ Bug correlation 4.20                                                      
  └─ Bug correlation rebase PRs                                                

...

● All bug correlation agents are complete. Now launching the HTML report        
 generation.                                               
                                                                               
● Agent(Generate HTML report)                                                   
 ⎿  Done (12 tool uses · 36.5k tokens · 2m 41s)                                
 (ctrl+o to expand)                                                            
                                                                               
● Analysis complete.       

Instructions for interacting with me using PR comments are available here. If you have questions or suggestions related to my behavior, please file an issue against the openshift-eng/jira-lifecycle-plugin repository.

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openshift-ci-robot commented Mar 30, 2026

@ggiguash: This pull request references USHIFT-6764 which is a valid jira issue.

Warning: The referenced jira issue has an invalid target version for the target branch this PR targets: expected the story to target the "4.22.0" version, but no target version was set.

Details

In response to this:

Overview

  • The analyze-ci:create-bugs command now saves a machine-readable bug mapping file
  • Removed automatic bug filtering from analyze-ci:create-bugs to improve predictability of the result
  • The analyze-ci:create-report command uses the bug mapping file to include JIRA issues in the generate report
  • The analyze-ci:doctor adds a step to perform bug correlation based on the above functionality

Sample Report

microshift-ci-doctor-report.html

When Related Bugs Are Found

image

When Related Bugs Are Missing

image

Sample Run

❯ /analyze-ci:doctor 4.18,4.20

...

● All 3 analysis agents launched in parallel:                                         
 - Release 4.18 - analyzing periodic jobs                                         
 - Release 4.20 - analyzing periodic jobs                                            
 - Rebase PRs - analyzing open rebase pull requests                                  
                                                                                     
 Waiting for all agents to complete before proceeding to bug correlation... 

...

● All 3 analysis agents are complete. Now launching bug correlation (dry-run)   
 for all sources in parallel.                                                
                                                                                                                                                              
● Running bug correlation for releases 4.18, 4.20, and rebase PRs in parallel.  
                                                                               
● 3 background agents launched (↓ to manage)                                    
  ├─ Bug correlation 4.18                                                      
  ├─ Bug correlation 4.20                                                      
  └─ Bug correlation rebase PRs                                                

...

● All bug correlation agents are complete. Now launching the HTML report        
 generation.                                               
                                                                               
● Agent(Generate HTML report)                                                   
 ⎿  Done (12 tool uses · 36.5k tokens · 2m 41s)                                
 (ctrl+o to expand)                                                            
                                                                               
● Analysis complete.       

Instructions for interacting with me using PR comments are available here. If you have questions or suggestions related to my behavior, please file an issue against the openshift-eng/jira-lifecycle-plugin repository.

@ggiguash ggiguash marked this pull request as ready for review March 30, 2026 06:10
@openshift-ci openshift-ci bot removed the do-not-merge/work-in-progress Indicates that a PR should not merge because it is a work in progress. label Mar 30, 2026
@openshift-ci openshift-ci bot requested review from pmtk and vanhalenar March 30, 2026 06:10
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/verified by @ggiguash

@openshift-ci-robot openshift-ci-robot added the verified Signifies that the PR passed pre-merge verification criteria label Mar 30, 2026
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@ggiguash: This PR has been marked as verified by @ggiguash.

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Actionable comments posted: 3

🧹 Nitpick comments (1)
.claude/commands/analyze-ci/create-report.md (1)

256-260: Consider using CSS padding instead of empty paragraphs.

While the empty paragraphs work, using CSS padding on the container would be more semantic.

♻️ Alternative approach
-    <!-- Extra spacing to ensure tab content is fully visible in Prow Spyglass iframe -->
-    <p>&nbsp;</p>
-    <p>&nbsp;</p>
-    <p>&nbsp;</p>
-    <p>&nbsp;</p>
+    <!-- Ensure tab content is fully visible in Prow Spyglass iframe -->

And add to CSS:

.container { padding-bottom: 80px; }
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.claude/commands/analyze-ci/create-report.md around lines 256 - 260, Replace
the four empty spacer paragraphs (<p>&nbsp;</p>) with a semantic padding
approach: remove those <p> elements, add a class (e.g., "container") to the
parent tab/container element in create-report.md, and add a CSS rule on that
class to provide bottom padding (approximately 80px) so the tab content remains
fully visible in the Prow Spyglass iframe.
🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.

Inline comments:
In @.claude/commands/analyze-ci/create-report.md:
- Around line 198-201: Update the fuzzy matching comments in the matching block
(near the <!-- Match by comparing ... --> comments and the <div
class="bug-links">) to specify a concrete algorithm: normalize strings to
lowercase and strip stopwords/punctuation, perform simple stemming, extract
distinctive tokens (tool names, error codes, test IDs), compute token overlap
and coverage, and consider a match when either (a) ≥3 distinctive token overlaps
or (b) token overlap ≥60%; prefer exact substring matches and assign a
confidence score based on overlap percentage; document case sensitivity,
stemming approach, and tie-breaking rules so the matching behavior is
deterministic.
- Line 69: Update the sentence so it states the rebase PR bug mapping filename
deterministically uses the rebase pattern: replace "may be
`analyze-ci-bugs-rebase-release-<version>.txt`" with "is
`analyze-ci-bugs-rebase-release-<version>.txt`" so the text reflects the actual
deterministic naming for rebase PRs (string:
analyze-ci-bugs-rebase-release-<version>.txt).
- Around line 41-43: The sentence claiming bug mapping files are "produced by
`analyze-ci:create-bugs` dry-run" is misleading; update the wording in
.claude/commands/analyze-ci/create-report.md so it says these mappings
(`${WORKDIR}/analyze-ci-bugs-*.txt`) are written by `analyze-ci:create-bugs` in
both dry-run and create modes (per create-bugs.md Step 7b), e.g., change
"produced by ... dry-run" to "produced by `analyze-ci:create-bugs` (in both
dry-run and create modes)"; keep note that they are optional and used to show
JIRA bug links.

---

Nitpick comments:
In @.claude/commands/analyze-ci/create-report.md:
- Around line 256-260: Replace the four empty spacer paragraphs (<p>&nbsp;</p>)
with a semantic padding approach: remove those <p> elements, add a class (e.g.,
"container") to the parent tab/container element in create-report.md, and add a
CSS rule on that class to provide bottom padding (approximately 80px) so the tab
content remains fully visible in the Prow Spyglass iframe.
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Fix all unresolved CodeRabbit comments on this PR:

  • Push a commit to this branch (recommended)
  • Create a new PR with the fixes

ℹ️ Review info
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Configuration used: Repository YAML (base), Organization UI (inherited)

Review profile: CHILL

Plan: Pro

Run ID: 8c91bdf2-1b75-4a98-a67d-c3dc973d86f7

📥 Commits

Reviewing files that changed from the base of the PR and between dcd7545 and 5de6745.

📒 Files selected for processing (1)
  • .claude/commands/analyze-ci/create-report.md

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/verified by @ggiguash

@openshift-ci-robot openshift-ci-robot added the verified Signifies that the PR passed pre-merge verification criteria label Mar 30, 2026
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@ggiguash: This PR has been marked as verified by @ggiguash.

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@openshift-ci-robot openshift-ci-robot removed the verified Signifies that the PR passed pre-merge verification criteria label Mar 30, 2026
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openshift-ci bot commented Mar 30, 2026

@ggiguash: all tests passed!

Full PR test history. Your PR dashboard.

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/verified by @ggiguash

@openshift-ci-robot openshift-ci-robot added the verified Signifies that the PR passed pre-merge verification criteria label Mar 30, 2026
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@ggiguash: This PR has been marked as verified by @ggiguash.

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pmtk commented Mar 30, 2026

/lgtm

@openshift-ci openshift-ci bot added the lgtm Indicates that a PR is ready to be merged. label Mar 30, 2026
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openshift-ci bot commented Mar 30, 2026

[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: ggiguash, pmtk

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@openshift-merge-bot openshift-merge-bot bot merged commit b99e0be into openshift:main Mar 30, 2026
7 checks passed
@ggiguash ggiguash deleted the ci-doctor-bug-correlation branch March 30, 2026 15:48
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