Release Workflow

Konflux Release Flow Specification

Overview

This document defines the complete workflow for OpenShift z-stream release orchestration under the Konflux release platform. All releases from 4.12 to 4.20 follow this flow.

Target Audience: AI agents (Claude Code) and human release engineers

Execution Method: All oar commands are executed via the MCP (Model Context Protocol) server, NOT local CLI. The MCP server exposes OAR commands as structured tools with proper input validation and output parsing.

Architecture Components

StateBox (M2 - Primary Source of Truth)

• Primary source of truth for AI workflow resumption and task execution state
• Persists in GitHub: _releases/{y-stream}/statebox/{release}.yaml
• Stores complete release context:
  • Metadata (advisories, builds, Jira ticket, release date, shipment MR)
  • Task execution history with AI-readable results (sensitive data masked)
  • Blocking issues with resolution tracking
• Enables workflow resumption across multiple AI sessions (hours/days/weeks apart)
• Supports concurrent access via SHA-based optimistic locking
• Automatically updated by all OAR CLI commands (transparent to AI)
• AI MUST retrieve StateBox state at start of each session: oar_get_release_status(release)

Google Sheets (Legacy - Human Interface)

• Still updated for backwards compatibility and human visibility
• Each OAR command updates its corresponding task status directly
• Task status: "Not Started" / "In Progress" / "Pass" / "Fail"
• Overall status: "Green" / "Red"
• Used as fallback if StateBox doesn't exist (abnormal situation)
• Note: AI should always check StateBox first, Google Sheets second

MCP Server

• Exposes 27 OAR tools for command execution
• Handles authentication, environment setup, error handling
• Returns stdout/stderr for status detection

Test Result Files

• Stored in GitHub: _releases/ocp-test-result-{build}-amd64.json
• Key attributes:
  • aggregated: true/false - All test jobs completed and results collected
  • accepted: true/false - BO3 verification passed

Task Graph

create-test-report
    ↓
take-ownership
    ↓
check-cve-tracker-bug (always passes, notifies ART)
    ↓
check-rhcos-security-alerts (Konflux only - checks blocking security alerts)
    ↓
    ├─→ push-to-cdn-staging (async - runs independently in parallel)
    └─→ [WAIT FOR BUILD PROMOTION - check API until phase == "Accepted"]
            ↓
            ├─→ image-consistency-check (async - triggered immediately after promotion)
            ├─→ stage-testing (async - triggered immediately after promotion)
            └─→ [WAIT FOR TEST RESULT FILE - check GitHub until file exists]
                    ↓
                [WAIT FOR AGGREGATION - check until aggregated == true]
                    ↓
                analyze-promoted-build (conditionally - only if accepted == false)
                    ↓
                [GATE CHECK - promoted build must be acceptable]
                    ↓
                [WAIT FOR ALL 3 ASYNC TASKS TO COMPLETE]
                (push-to-cdn-staging, image-consistency-check, stage-testing)
                    ↓
                image-signed-check
                    ↓
                change-advisory-status (final approval)

[PARALLEL TRACK - can start immediately]
analyze-candidate-build (conditionally - only if accepted == false)

Key Characteristics:

• Sequential: Most tasks run one after another
• Parallel Execution:
  • analyze-candidate-build runs independently (tests already completed when flow starts)
  • push-to-cdn-staging starts immediately after check-rhcos-security-alerts (runs while waiting for build promotion)
  • ENHANCED: 2 async tasks (image-consistency-check, stage-testing) triggered immediately after build promotion is detected, running in parallel with test result analysis
• Build Promotion Checkpoint: Critical decision point - once detected, async tasks trigger immediately
• Test Result Checkpoints: Must wait for file existence and aggregation (runs in parallel with async tasks)
• Gate Check: Promoted build must have acceptable test results before proceeding to final approval
• Final Sync Point: image-signed-check waits for BOTH:
  1. All 3 async tasks complete (push-to-cdn-staging, image-consistency-check, stage-testing)
  2. Gate check passes (promoted build analysis acceptable)
• Default Architecture: amd64 (x86_64) unless specified otherwise

Build Promotion Checkpoint

Build States

Candidate Build:

• Nightly build initially selected by ART
• Format: 4.20.0-0.nightly-2025-01-28-123456
• Retrieved from: oar_get_release_metadata(release) → candidate_builds.x86_64
• Test status: Tests already completed when release flow starts

Promoted Build:

• Stable build after ART promotion
• Format: X.Y.Z (z-stream version, e.g., 4.20.1)
• Checked via Release Controller API
• Test status: Tests triggered after promotion, must wait for completion

Promotion Detection

API Endpoint:

https://amd64.ocp.releases.ci.openshift.org/api/v1/releasestream/4-stable/release/{release}

Success Criteria:

{
  "phase": "Accepted"
}

MCP Execution: Not a direct OAR command - AI must fetch URL and parse JSON response.

When to Check:

• User invokes /release:drive {release} command
• AI checks current promotion status
• If not yet promoted (phase != "Accepted"), AI reports status to user
• User should re-invoke /release:drive periodically until promotion completes
• Typical promotion time: 6-24 hours

Test Result Evaluation

Candidate Build Analysis

When to run: Can start immediately when release flow begins (tests already completed)

Execution Flow:

1. Retrieve candidate build from oar_get_release_metadata(release).candidate_builds.x86_64
2. Fetch test result file from GitHub: _releases/ocp-test-result-{candidate_build}-amd64.json
3. Check attributes:
   IF aggregated == false:
       Report to user: "Candidate build tests still aggregating, check again later"
       (Should rarely happen - tests complete before flow starts)

   IF aggregated == true AND accepted == true:
       Mark analyze-candidate-build as "Pass" (all tests passed)
       No further action needed

   IF aggregated == true AND accepted == false:
       Trigger /ci:analyze-build-test-results {candidate_build}
       Parse AI recommendation:
         - ACCEPT: Mark task "Pass" (failures are waivable)
         - REJECT: Mark task "Fail" (blocking issues found)

Slash Command:

/ci:analyze-build-test-results {candidate_build}

The slash command provides:

• BO3 (Best of 3) verification status for blocking jobs
• Acceptance recommendation (ACCEPT/REJECT)
• Root cause analysis for failures
• Waiver guidance

Promoted Build Analysis

When to run: After build promotion detected (phase == "Accepted")

Execution Flow:

1. [CHECKPOINT 1] Check for test result file existence
   File: _releases/ocp-test-result-{release}-amd64.json

   When user invokes /release:drive:
     IF file does not exist:
         Report to user: "Test result file not yet created, check again in 5-10 minutes"
         Typical wait time: 10-120 minutes after promotion
     ELSE:
         Proceed to Checkpoint 2

2. [CHECKPOINT 2] Check for test aggregation
   Read file and check: aggregated == true

   When user invokes /release:drive:
     IF aggregated == false:
         Report to user: "Tests still running/aggregating, check again in 5-10 minutes"
         Typical wait time: 10-30 minutes after file creation
     ELSE:
         Proceed to Checkpoint 3

3. [CHECKPOINT 3] Check acceptance status
   IF accepted == true:
       Mark analyze-promoted-build as "Pass" (all tests passed)
       Proceed to gate check

   IF accepted == false:
       Trigger /ci:analyze-build-test-results {release}
       Parse AI recommendation:
         - ACCEPT: Mark task "Pass" (failures are waivable)
         - REJECT: Mark task "Fail" (blocking issues found)

Slash Command:

/ci:analyze-build-test-results {release}

Gate Check Logic

ENHANCED LOGIC (Early Async Task Triggering):

The gate check has been optimized to trigger async tasks as soon as the stable build is promoted, without waiting for blocking tests analysis to complete.

Condition to Trigger Async Tasks:

Build promotion detected (phase == "Accepted")

Rationale: Once the stable build is accepted by ART and promoted to the release stream, we can immediately start parallel async tasks (image-consistency-check, stage-testing) to save time. The blocking tests analysis happens independently and doesn't need to gate these operations.

Condition to PROCEED to Final Approval:

promoted_build_analysis == "Pass"
(either accepted == true OR AI recommendation == ACCEPT)
AND
all 3 async tasks complete successfully

Note: Candidate build analysis runs independently and doesn't block the gate check. It's informational for context.

If promoted build test analysis FAILS:

1. Update overall status to "Red"
2. Mark analyze-promoted-build task as "Fail"
3. Notify owner via Slack with failure details from test analysis
4. STOP pipeline - manual intervention required
5. Async tasks may still be running - they will complete but won't proceed to final approval

If promoted build test analysis PASSES:

1. Mark analyze-promoted-build task as "Pass"
2. Async tasks already triggered - wait for completion
3. Continue to final approval when all tasks complete

Task Definitions

1. create-test-report

Purpose: Initialize Google Sheets test report and ConfigStore entry

MCP Tool: oar_create_test_report(release)

Input:

• release: Z-stream version (e.g., 4.20.1)

Success Detection:

stdout contains: "task [Create test report] status is changed to [Pass]" OR exiting report url

Failure Detection:

stdout contains: "task [Create test report] status is changed to [Fail]"

Expected Duration: 5 mins

Next Action: Proceed to take-ownership

2. take-ownership

Purpose: Assign release ownership to QE team member

MCP Tool: oar_take_ownership(release, email)

Input:

• release: Z-stream version
• email: Owner email (e.g., user@redhat.com)

AI Decision Logic:

• If user provided email in /release:drive command: Use that email
• Otherwise: Query oar_get_release_metadata(release) for current owner
• If no owner: Prompt user for email

Success Detection:

stdout contains: "task [Take ownership] status is changed to [Pass]"

Expected Duration: 10 seconds

Next Action: Proceed to check-cve-tracker-bug

3. check-cve-tracker-bug

Purpose: Verify CVE tracker bug coverage for release

MCP Tool: oar_check_cve_tracker_bug(release)

Input:

• release: Z-stream version

Behavior:

• Check if there is any missed CVE tracker bugs
• Sends missed trackers to ART via Slack
• Updates test report with all missed trackers
• ALWAYS PASSES - does not block pipeline

Success Detection:

stdout contains: "task [Check CVE tracker bugs] status is changed to [Pass]"

Expected Duration: 1 minute

Next Action: Proceed to check-rhcos-security-alerts

4. check-rhcos-security-alerts

Purpose: Check for blocking security alerts on RHCOS advisory (Konflux flow only)

When to run: Konflux release flow only (releases with shipment_mr in metadata)

Prerequisites: check-cve-tracker-bug completed

Implementation: Uses curl with Kerberos authentication (no existing MCP tool)

Execution Steps:

Step 1: Verify Kerberos ticket exists

klist

If no ticket or ticket expired:

• Report to user: "No valid Kerberos ticket found. Please run: kinit $kid@$domain"
• STOP task execution

Step 2: Get RHCOS advisory ID

metadata = oar_get_release_metadata(release)
rhcos_advisory_id = metadata.advisories.rhcos

Step 3: Fetch security alerts from Errata Tool

curl -s -u : --negotiate 'https://errata.devel.redhat.com/api/v1/erratum/{rhcos_advisory_id}/security_alerts'

Step 4: Parse response and check for blocking alerts

response = json.loads(curl_output)

# Filter blocking alerts from the alerts array
blocking_alerts = [alert for alert in response.alerts.alerts if alert.blocking == true]

IF len(blocking_alerts) > 0:
    Report to user with alert details and ask to email secalert@redhat.com
    # Continue pipeline - this is not a hard blocker, but requires follow-up

ELSE:
    Report to user: "No blocking security alerts found on RHCOS advisory"

Success Detection:

Task always passes - this is an informational check
Blocking alerts require manual follow-up but don't stop the pipeline

Expected Duration: 10 seconds

Errata Tool API Response Format:

{
  "alerts": {
    "alerts": [
      {
        "name": "erratum_missing_notes_link",
        "text": "...",
        "description": "...",
        "how_to_resolve": "...",
        "blocking": false
      }
    ],
    "blocking": false
  }
}

Key Fields:

• .alerts.alerts[] (array) - List of individual alerts
• .alerts.alerts[].blocking (boolean) - Per-alert blocking status (THIS is what we check)
• .alerts.blocking (boolean) - Top-level blocking status (informational only)

Next Action:

• Trigger push-to-cdn-staging (async)
• Start checking for build promotion (parallel)

5. push-to-cdn-staging (Async Task)

Purpose: Push release images to CDN staging environment

MCP Tool: oar_push_to_cdn_staging(release)

Input:

• release: Z-stream version

Prerequisites: check-cve-tracker-bug completed

Execution Phases:

Phase 1 - Trigger:

stdout contains: "task [Push to CDN staging] status is changed to [In Progress]"

Phase 2 - Check Status: When user invokes /release:drive, re-execute oar_push_to_cdn_staging(release) to check current status

Phase 3 - Complete:

Success: stdout contains: "task [Push to CDN staging] status is changed to [Pass]"
Failure: stdout contains: "task [Push to CDN staging] status is changed to [Fail]"

Expected Duration: 30-60 minutes (user should check status every 5-10 minutes)

Note: This task runs in parallel with build promotion waiting. It doesn't depend on promotion status.

Failure Handling: If fails, mark overall status "Red", notify owner

6. analyze-candidate-build (Parallel Task)

Purpose: Evaluate test results from candidate nightly build

MCP Tool: Uses slash command /ci:analyze-build-test-results

Prerequisites: None - can run immediately when release flow starts

Input:

• candidate_build: Retrieved from oar_get_release_metadata(release).candidate_builds.x86_64

Execution Steps:

Step 1: Fetch test result file

File: _releases/ocp-test-result-{candidate_build}-amd64.json
Location: GitHub repository on 'record' branch

Step 2: Check aggregation status

IF 'aggregated' not in file:
    Report to user: "Candidate build tests still running, aggregation not started. Check again in 5-10 minutes"
    RETURN

IF file.aggregated != true:
    Report to user: "Candidate build tests still aggregating, check again in 5-10 minutes"
    RETURN

Step 3: Check acceptance status

IF file.accepted == true:
    oar_update_task_status(release, "analyze-candidate-build", "Pass")
    Continue to next task

ELSE IF file.accepted == false:
    Trigger: /ci:analyze-build-test-results {candidate_build} --arch amd64
    Parse AI recommendation

    IF recommendation == ACCEPT:
        oar_update_task_status(release, "analyze-candidate-build", "Pass")
        Continue to next task

    ELSE IF recommendation == REJECT:
        Report blocking issues to user
        oar_update_task_status(release, "analyze-candidate-build", "Fail")
        STOP pipeline - manual intervention required

Expected Duration: 2-5 minutes (if analysis needed)

Note: This task runs independently and provides context. It doesn't block the main pipeline gate check.

7. analyze-promoted-build (Sequential Task)

Purpose: Evaluate test results from promoted stable build

MCP Tool: Uses slash command /ci:analyze-build-test-results

Prerequisites: Build promotion detected (phase == "Accepted")

Input:

• release: The z-stream version (e.g., 4.20.1)

Execution Steps:

Step 1: Check for test result file

File: _releases/ocp-test-result-{release}-amd64.json

IF file exists: Proceed to Step 2
ELSE: Report "Test result file not yet created, check again in 5-10 minutes", RETURN

Step 2: Check for aggregation

IF 'aggregated' not in file:
    Report "Tests still running, aggregation not started. Check again in 5-10 minutes", RETURN

IF file.aggregated != true:
    Report "Tests still aggregating, check again in 5-10 minutes", RETURN

Step 3: Check acceptance status and gate check

IF file.accepted == true:
    oar_update_task_status(release, "analyze-promoted-build", "Pass")
    Proceed to trigger async tasks (gate check passed)

ELSE IF file.accepted == false:
    Trigger: /ci:analyze-build-test-results {release}

    IF recommendation == ACCEPT:
        oar_update_task_status(release, "analyze-promoted-build", "Pass")
        Proceed to trigger async tasks

    ELSE IF recommendation == REJECT:
        oar_update_task_status(release, "analyze-promoted-build", "Fail")
        Notify owner via Slack
        BLOCK at gate check - manual intervention required

Expected Duration:

• File creation: 10-120 minutes after promotion
• Aggregation: 6 hours after file creation
• Analysis (if needed): 2-5 minutes

Next Action: If gate check passes, trigger async tasks (image-consistency-check, stage-testing)

8. image-consistency-check (Async Task)

Purpose: Verify payload images match shipment MR

MCP Tool: oar_image_consistency_check(release, job_id=None)

Input:

• release: Z-stream version
• job_id: Optional Prow job ID (for status check)

Prerequisites:

• Build promotion detected (phase == "Accepted")
• CRITICAL (Konflux flow only): Shipment MR stage-release pipeline must succeed first

Execution Phases:

Phase 1 - Trigger:

Execute: oar_image_consistency_check(release)

# Success - Prow job triggered:
stdout contains: "task [Image consistency check] status is changed to [In Progress]"
AND capture Prow job ID from stdout (pattern: "Triggered image consistency check Prow job: {job_id}")

# Blocked - Stage-release pipeline not succeeded:
IF stage-release pipeline error detected:
    Report to user with shipment MR URL and action steps
    RETURN (do not mark as failed - this is a prerequisite wait state)

Phase 2 - Check Status:

Execute: oar_image_consistency_check(release, job_id={captured_job_id})

Phase 3 - Complete:

Success: stdout contains: "task [Image consistency check] status is changed to [Pass]"
Failure: stdout contains: "task [Image consistency check] status is changed to [Fail]"

Expected Duration: 90-120 minutes after trigger succeeds

Failure Handling:

• Stage-release pipeline not ready: Report to user, ask to work with ART, wait for user to re-invoke
• Prow job failure: Mark overall status "Red", notify owner

9. stage-testing (Async Task)

Purpose: Run stage testing jobs on Jenkins

MCP Tool: oar_stage_testing(release, build_number=None)

Input:

• release: Z-stream version
• build_number: Optional Jenkins build number (for status check)

Prerequisites:

• Build promotion detected (phase == "Accepted")
• CRITICAL (Konflux flow only): Shipment MR stage-release pipeline must succeed first

Execution Phases:

Phase 1 - Trigger:

Execute: oar_stage_testing(release)

# Success - Jenkins job triggered:
stdout contains: "task [Stage testing] status is changed to [In Progress]"
AND capture Jenkins build number from stdout

# Blocked - Stage-release pipeline not succeeded:
IF stage-release pipeline error detected:
    Report to user with shipment MR URL and action steps
    RETURN (do not mark as failed - this is a prerequisite wait state)

Phase 2 - Check Status:

Execute: oar_stage_testing(release, build_number={captured_build_number})

Phase 3 - Complete:

Success: stdout contains: "task [Stage testing] status is changed to [Pass]"
Failure: stdout contains: "task [Stage testing] status is changed to [Fail]"

Expected Duration: 2-4 hours after trigger succeeds

Failure Handling:

• Stage-release pipeline not ready: Report to user, ask to work with ART, wait for user to re-invoke
• Jenkins job failure: Mark overall status "Red", notify owner

10. image-signed-check

Purpose: Verify release images are properly signed

MCP Tool: oar_image_signed_check(release)

Input:

• release: Z-stream version

Prerequisites: All 3 async tasks (push-to-cdn-staging, image-consistency-check, stage-testing) must complete successfully

Success Detection:

stdout contains: "task [Image signature check] status is changed to [Pass]"

Expected Duration: 2 minutes

Next Action: Proceed to change-advisory-status

11. change-advisory-status

Purpose: Change advisory status from QE to REL_PREP (final QE approval)

MCP Tool: oar_change_advisory_status(release)

Input:

• release: Z-stream version

Prerequisites: All previous tasks must be "Pass"

Timing Guidance: This task should be run 1 day before the scheduled release date for optimal results.

How to determine release date:

metadata = oar_get_release_metadata(release)
release_date = metadata.release_date  # Format: "2025-Nov-04"

# Calculate optimal execution date: release_date - 1 day
# If today < optimal_date: Wait to execute
# If today >= optimal_date: Safe to execute

Execution Flow:

Phase 1 - Trigger (Immediate Return):

Execute: oar_change_advisory_status(release)
Action: Approves shipment MR + launches detached background process
Return: "SCHEDULED" - parent process terminates immediately
Google Sheets: Task status updated to "In Progress"

IMPORTANT - Asynchronous Execution:

• The parent process returns immediately after launching the background checker
• You CANNOT get "[Pass]" status from stdout during execution
• The background process runs independently with a 2-day timeout
• Status updates happen via Slack notifications and Google Sheets (not stdout)

Phase 2 - Background Process (Runs Independently):

• Checks every 30 minutes if metadata URL is accessible
• Waits for: ART to trigger prod-release pipeline
• Logs: /tmp/oar_logs/metadata_checker_<release>.log

Phase 3 - Completion:

• On Success: Advisories move QE → REL_PREP, Google Sheets updated to "Pass", Slack notifications sent
• On Timeout (2 days): Google Sheets updated to "Fail", Slack failure notifications sent

If task times out:

1. Verify ART has triggered prod-release pipeline on shipment MR
2. Re-execute oar_change_advisory_status(release) - checker restarts with fresh 2-day timeout

Final Action: When background process succeeds, overall status marked "Green" and Slack notifications sent

Execution Rules for AI

1. State Retrieval

Before making ANY decisions, AI must retrieve release state:

state = oar_get_release_status(release="{release}")

This returns task statuses, metadata, and any blocking issues from StateBox (or Google Sheets as fallback).

2. Decision Logic

For Sequential Tasks:

IF previous_task.status == "Pass":
    Execute next_task
ELSE IF previous_task.status == "In Progress":
    Report to user: "Task still in progress, check again later"
ELSE IF previous_task.status == "Fail":
    Report to user: "Pipeline blocked - manual intervention required"
    STOP pipeline

For Test Result Analysis:

result_file = fetch_from_github(f"_releases/ocp-test-result-{build}-amd64.json")

IF file does not exist:
    Report to user: "Test result file not yet created, check again later"
    RETURN

IF 'aggregated' not in result_file:
    Report to user: "Tests still running, aggregation not started. Check again in 5-10 minutes"
    RETURN

IF result_file.aggregated != true:
    Report to user: "Tests still aggregating, check again in 5-10 minutes"
    RETURN

IF result_file.accepted == true:
    Mark task "Pass"
ELSE:
    Trigger /ci:analyze-build-test-results {build}
    IF AI_recommendation == ACCEPT:
        Mark task "Pass" (with waiver)
    ELSE:
        Mark task "Fail"
        STOP pipeline

For Async Tasks:

WHEN trigger phase:
    Execute command
    Capture job ID from stdout (Prow job ID or Jenkins build number)
    Report to user: "Task triggered, check status in X minutes"

WHEN user re-invokes /release:drive:
    Execute command with job ID (Prow job ID or Jenkins build number)
    Parse stdout for status

    IF status == "In Progress":
        Report to user: "Task still running, check again in X minutes"
    ELSE IF status == "Pass":
        Mark task complete, proceed to next task
    ELSE IF status == "Fail":
        Mark overall status "Red", notify owner, STOP pipeline

For Parallel Tasks After Build Promotion (ENHANCED):

WHEN build promotion detected (phase == "Accepted"):
    Trigger 2 tasks immediately:
        - image-consistency-check
        - stage-testing

    IF either task fails due to stage-release pipeline not ready:
        Report blocking message with shipment MR and action steps
        RETURN (tasks not triggered yet, will retry on next invocation)

    # Both tasks triggered successfully
    Report to user: "Build promoted! 2 async tasks triggered. Check status in 10-15 minutes"

    THEN proceed to check test results in parallel

When user re-invokes /release:drive:
    # Retry triggering any tasks blocked by stage-release
    IF image-consistency-check or stage-testing not triggered yet:
        Retry trigger
        IF still blocked: Report same blocking message, RETURN

    # Check BOTH conditions for final approval

    1. Test analysis status - check file, aggregation, acceptance
    2. Async task status - check all 3 tasks

    IF gate check PASSED AND all 3 async tasks == "Pass":
        Proceed to image-signed-check
    ELSE:
        Report current status and wait

3. Error Handling

Transient Errors (Retry):

• Network timeouts, API rate limits, temporary service unavailability
• Max retries: 3, Backoff: Exponential (1min, 2min, 4min)

Permanent Errors (STOP):

• Authentication failures, invalid release version, missing prerequisites, task execution failures

Error Response:

1. Mark task as "Fail"
2. Update overall status to "Red"
3. Notify owner via Slack with error details
4. Report to user: "Pipeline stopped - manual intervention required"

4. Notification Strategy

Success Notifications:

• Task completion: Update Google Sheets (automatic)
• Pipeline completion: Slack message to owner + channel

Failure Notifications:

• Task failure: Slack message to owner with error details
• Gate check failure: Slack message with test result analysis

Troubleshooting Guide

Issue: Task Stuck in "In Progress"

• Check Jenkins job status directly
• Review MCP server logs
• Manually complete task via OAR CLI or re-trigger if safe

Issue: Gate Check Fails

• Review test result analysis from /ci:analyze-build-test-results
• Check if failures are known issues
• If waivable: Manually override gate check
• If blocking: Work with dev team to fix, wait for new build

Issue: Build Not Promoting

• Check Release Controller status
• Verify ART team has promoted build
• Contact ART team for promotion status
• If test failure can be waived, ask ART to promote manually

Issue: Test Result File Not Created

• Check if JobController agent is running
• Verify Prow jobs were triggered
• Manually trigger JobController if needed

Issue: Test Results Never Aggregate

• Check if all test jobs completed
• Review TestAggregator logs for errors
• Wait for in-progress jobs, or re-run aggregation manually

Issue: Stage-Release Pipeline Not Succeeded (Konflux Flow Only)

Symptom: image-consistency-check or stage-testing fails to trigger

Diagnosis:

1. Get shipment MR URL from oar_get_release_metadata(release).shipment_mr
2. Navigate to MR Pipelines tab
3. Look for 'stage-release-triggers' stage status

Common Causes:

• Advisory creation failed in stage environment
• Shipment YAML validation errors
• GitLab runner infrastructure issues

Resolution:

• If stage-release failed: Review logs, work with ART team to fix
• If stage-release still running: Wait (typical: 10-30 minutes), re-invoke /release:drive
• For infrastructure issues: Escalate to GitLab/platform team

Issue: MCP Server Unresponsive

• Restart: cd mcp_server && python3 server.py
• Check firewall/network settings

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