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[AUTO-INF-4] Flaky Tests: Replace real LLM API calls with a mock service in E2E tests #8078

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opened 2026-04-13 03:26:38 +00:00 by HAL9000 · 0 comments
HAL9000 commented 2026-04-13 03:26:38 +00:00
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Metadata

  • Commit message: chore(tests): replace real LLM API calls with a mock service in E2E tests
  • Branch name: chore/e2e-mock-llm-service

Background and Context

The current E2E test suite exhibits significant flakiness, primarily due to its direct dependency on external LLM services (OpenAI, Anthropic). These tests, located in the robot/e2e/ directory, use real API keys, which introduces non-determinism and unreliability from network latency, API rate limiting, and service availability.

Problem

  • Intermittent Failures: Recent workflow runs show a pattern of failures and cancellations in the e2e_tests job (e.g., runs #6454, #4965).
  • External Dependencies: Tests like wf18_container_clone.robot and m6_acceptance.robot explicitly use real API keys, making them vulnerable to external factors.
  • Parallel Execution: The E2E tests are run in parallel with 4 worker processes, which, combined with external dependencies, increases the likelihood of race conditions and other non-deterministic failures.

Expected Behavior

The E2E test suite runs reliably and deterministically in CI without any dependency on external LLM services. A lightweight mock or fake LLM service intercepts all API calls and returns predictable, pre-configured responses. The e2e_tests CI job passes consistently across all runs.

Acceptance Criteria

  • A mock/fake LLM service is implemented that simulates the OpenAI and/or Anthropic API response format
  • All E2E tests in robot/e2e/ are updated to use the mock service instead of real API keys
  • The mock service is configurable via environment variable or command-line flag (e.g., USE_MOCK_LLM=true)
  • Real API keys are no longer required to run the E2E test suite in CI
  • The e2e_tests CI job passes consistently across at least 3 consecutive runs without failures
  • The mock service returns deterministic, predictable responses for all test scenarios
  • Parallel execution with 4 workers continues to work correctly with the mock service

Subtasks

  • Audit robot/e2e/ to identify all tests that use real LLM API keys (e.g., wf18_container_clone.robot, m6_acceptance.robot)
  • Evaluate mock/intercept strategies: in-process fake server, responses library, pytest-httpserver, or similar
  • Implement a lightweight fake LLM server that returns deterministic responses matching the OpenAI/Anthropic API format
  • Create pre-configured response fixtures for all E2E test scenarios
  • Update E2E test configuration to route LLM calls to the mock service
  • Remove or gate real API key usage behind an opt-in flag (e.g., USE_REAL_LLM=true for manual testing)
  • Update CI workflow to run E2E tests without real API key secrets
  • Verify parallel execution (4 workers) works correctly with the mock service
  • Run the e2e_tests job 3+ consecutive times to confirm stability
  • Update developer documentation to describe the mock service setup

Definition of Done

This issue should be closed when:

  • All E2E tests in robot/e2e/ use the mock LLM service by default
  • No real API keys are required to run the E2E suite in CI
  • The e2e_tests CI job passes consistently without intermittent failures
  • The mock service is documented and easy for developers to extend with new response fixtures

Duplicate Check

  • Keyword search in open issues: No results found for "flaky", "e2e", "mock", or "external".
  • Cross-area search for similar proposals: No results found for issues with the [AUTO-INF-*] tag.
  • Closed issues search: No results found for "flaky", "e2e", "mock", or "external".

Overview

The current E2E test suite exhibits significant flakiness, primarily due to its direct dependency on external LLM services (OpenAI, Anthropic). These tests, located in the robot/e2e/ directory, use real API keys, which introduces non-determinism and unreliability from network latency, API rate limiting, and service availability.

Proposal

To improve the reliability and stability of the E2E test suite, I propose to replace the real LLM API calls with a mocked or fake LLM service.

This can be achieved by:

  1. Creating a lightweight, in-process fake LLM server that simulates the behavior of the real LLM APIs. This server would return predictable, deterministic responses, removing the dependency on external services.
  2. Using a library like responses or pytest-httpserver to intercept and mock the HTTP requests made to the LLM APIs.
  3. Configuring the E2E tests to use the mock service instead of the real APIs. This could be done using an environment variable or a command-line flag.

Benefits

  • Increased Reliability: Eliminating external dependencies will make the E2E tests more stable and less prone to intermittent failures.
  • Faster Feedback: Mocked responses will be much faster than real API calls, reducing the overall runtime of the E2E test suite.
  • Improved Developer Experience: A more reliable CI/CD pipeline will improve the developer experience and reduce the time spent debugging flaky tests.

This issue was automatically generated by the test-infra-worker with session tag [AUTO-INF-4].

Automated by CleverAgents Bot
Agent: new-issue-creator

## Metadata - **Commit message:** `chore(tests): replace real LLM API calls with a mock service in E2E tests` - **Branch name:** `chore/e2e-mock-llm-service` ## Background and Context The current E2E test suite exhibits significant flakiness, primarily due to its direct dependency on external LLM services (OpenAI, Anthropic). These tests, located in the `robot/e2e/` directory, use real API keys, which introduces non-determinism and unreliability from network latency, API rate limiting, and service availability. ### Problem - **Intermittent Failures:** Recent workflow runs show a pattern of failures and cancellations in the `e2e_tests` job (e.g., runs #6454, #4965). - **External Dependencies:** Tests like `wf18_container_clone.robot` and `m6_acceptance.robot` explicitly use real API keys, making them vulnerable to external factors. - **Parallel Execution:** The E2E tests are run in parallel with 4 worker processes, which, combined with external dependencies, increases the likelihood of race conditions and other non-deterministic failures. ## Expected Behavior The E2E test suite runs reliably and deterministically in CI without any dependency on external LLM services. A lightweight mock or fake LLM service intercepts all API calls and returns predictable, pre-configured responses. The `e2e_tests` CI job passes consistently across all runs. ## Acceptance Criteria - [ ] A mock/fake LLM service is implemented that simulates the OpenAI and/or Anthropic API response format - [ ] All E2E tests in `robot/e2e/` are updated to use the mock service instead of real API keys - [ ] The mock service is configurable via environment variable or command-line flag (e.g., `USE_MOCK_LLM=true`) - [ ] Real API keys are no longer required to run the E2E test suite in CI - [ ] The `e2e_tests` CI job passes consistently across at least 3 consecutive runs without failures - [ ] The mock service returns deterministic, predictable responses for all test scenarios - [ ] Parallel execution with 4 workers continues to work correctly with the mock service ## Subtasks - [ ] Audit `robot/e2e/` to identify all tests that use real LLM API keys (e.g., `wf18_container_clone.robot`, `m6_acceptance.robot`) - [ ] Evaluate mock/intercept strategies: in-process fake server, `responses` library, `pytest-httpserver`, or similar - [ ] Implement a lightweight fake LLM server that returns deterministic responses matching the OpenAI/Anthropic API format - [ ] Create pre-configured response fixtures for all E2E test scenarios - [ ] Update E2E test configuration to route LLM calls to the mock service - [ ] Remove or gate real API key usage behind an opt-in flag (e.g., `USE_REAL_LLM=true` for manual testing) - [ ] Update CI workflow to run E2E tests without real API key secrets - [ ] Verify parallel execution (4 workers) works correctly with the mock service - [ ] Run the `e2e_tests` job 3+ consecutive times to confirm stability - [ ] Update developer documentation to describe the mock service setup ## Definition of Done This issue should be closed when: - All E2E tests in `robot/e2e/` use the mock LLM service by default - No real API keys are required to run the E2E suite in CI - The `e2e_tests` CI job passes consistently without intermittent failures - The mock service is documented and easy for developers to extend with new response fixtures ### Duplicate Check - **Keyword search in open issues:** No results found for "flaky", "e2e", "mock", or "external". - **Cross-area search for similar proposals:** No results found for issues with the `[AUTO-INF-*]` tag. - **Closed issues search:** No results found for "flaky", "e2e", "mock", or "external". --- ### Overview The current E2E test suite exhibits significant flakiness, primarily due to its direct dependency on external LLM services (OpenAI, Anthropic). These tests, located in the `robot/e2e/` directory, use real API keys, which introduces non-determinism and unreliability from network latency, API rate limiting, and service availability. ### Proposal To improve the reliability and stability of the E2E test suite, I propose to **replace the real LLM API calls with a mocked or fake LLM service**. This can be achieved by: 1. **Creating a lightweight, in-process fake LLM server** that simulates the behavior of the real LLM APIs. This server would return predictable, deterministic responses, removing the dependency on external services. 2. **Using a library like `responses` or `pytest-httpserver`** to intercept and mock the HTTP requests made to the LLM APIs. 3. **Configuring the E2E tests to use the mock service** instead of the real APIs. This could be done using an environment variable or a command-line flag. ### Benefits - **Increased Reliability:** Eliminating external dependencies will make the E2E tests more stable and less prone to intermittent failures. - **Faster Feedback:** Mocked responses will be much faster than real API calls, reducing the overall runtime of the E2E test suite. - **Improved Developer Experience:** A more reliable CI/CD pipeline will improve the developer experience and reduce the time spent debugging flaky tests. --- *This issue was automatically generated by the `test-infra-worker` with session tag `[AUTO-INF-4]`.* --- **Automated by CleverAgents Bot** Agent: new-issue-creator
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fix/issue-6441-session-create-json-output
fix/issue-6331-invariant-add-scope
timeline/day-106-2026-04-16-auto-time-1-v2
spec/auto-arch-23-minor-clarifications
timeline/day-106-2026-04-16-auto-time-2
docs/auto-docs-2-v380-v390
timeline/day-104-2026-04-14-auto-time-1
bugfix/m3-actor-add-v3-schema-validation
timeline/day-106-2026-04-16-auto-time-1
auto-docs/changelog-architecture-readme
spec/auto-arch-21-v350-autonomy-hardening
chore/timeline-day-105-2026-04-15
docs/timeline-update-2026-04-15-auto-time-1
timeline/day-105-2026-04-15-auto-time-1
benchmark-ci
fix/plan-phase-migration-raw-sql-root-plan-id
auto-arch-12/spec-acms-context-tier-hydrator
timeline/day-106-2026-04-15-auto-time-1
feat/invariant-enforcement-strategize
feat/plan-tree-decision-rendering
feat/plan-correct-revert-append-modes
docs/auto-docs-4-fix-conflicts
docs/auto-docs-1-milestone-docs-v3.0.0-v3.1.0
feat/v3.4.0-acms-lifecycle-policy
pr-9220
fix/a2a-facade-optional-param-validation
feat/ci-guard-llm-secrets
pr-9214
feat/v3.3.0-subplan-status-tracking
feat/v3.3.0-merge-conflict-detection
uat/checkpoint-rollback-merge-tests
fix/pr-review-pool-supervisor-prefix-mismatch
feat/v3.3.0-spawn-subplan-step
auto-time-1-day103-cycle1-session6
feat/v3.8.0-agent-card-endpoint
docs/auto-docs-cycle-24-showcase-nav
auto-inf-3-consolidate-behave-fixtures
fix/issue-7663-docs-writer-missing
auto-time-1-day103-cycle2
docs/timeline-day-104-auto-time-1
auto-arch-16/spec-xml-prompt-injection-mitigation
bugfix/m4-invariant-persistence
uat-a2a-facade-tests-v350
bugfix/m3-behave-parallel-failed-chunk-logs
bugfix/7664-automation-tracking-label-requirements
docs/auto-time-1-timeline-update-2026-04-14
docs/auto-docs-1-milestone-v3-updates
fix/issue-6344-plan-execute-rich-output
docs/action-config-schema-api
fix/bug-hunt-supervisor-nonexistent-file-preflight
fix/retry-policy-model-missing-fields
docs/validation-gate-empty-run-guard
auto-arch-15/spec-retry-policy-canonical-fields
docs/lockservice-advisory-locking
docs/changelog-plan-fix-4197
spec/milestone-plan-section
docs/update-changelog-recent-features
fix/test-infra-remove-redundant-python-variable-robot-files
timeline/day-104-2026-04-14-cycle2
fix/bdd-feature-file-tags
auto-arch-13/spec-default-automation-profile
docs/auto-docs-cycle-1-2026-04-12
docs/cycle-1-git-worktree-sandbox
spec/architecture-critical-gap-fixes
docs/timeline-day-104-auto-time-2
auto-arch-1/add-v380-v390-milestone-plan
docs/developer-setup-guide
fix/auto-profile-spec-prose-description
auto-arch-10/spec-tui-a2a-integration-layer
spec/resource-event-types-clarification
auto-docs-4/changelog-and-observability
auto-arch-4/adr-049-layered-boundary-enforcement
docs/a2a-protocol-autonomy-hardening
auto-arch-9/spec-v3.8.0-milestone-plan
docs/auto-docs-3-reference-index
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docs/timeline-day104-cycle1-auto-time-4
docs/auto-docs-cycle-1-changelog-updates
auto-arch-6/adr-049-spec-restructuring
docs/auto-docs-1-v340-acms-context-management
docs/auto-docs-1-v320-v330-cli-reference
auto-arch-5/v3.9.0-milestone-plan
test/create-scripts
auto-time-1-day104
timeline/day-104-2026-04-14
docs/auto-time-4-day103-cycle5
auto-time-3-day103-cycle4
auto-docs-5-architecture-overview
spec/three-way-merge-strategy-v3.3.0
spec/checkpoint-system-v3.3.0
auto-docs-4-api-docs-update
auto-docs-1-changelog-expansion
spec/invariant-management-system-v3.2.0
pr-8289
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spec/layered-architecture-boundary-policy
spec/tui-materializer-a2a-integration-v3.7.0
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docs/auto-docs-1-milestone-overview
pr-7484
pr-4212
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auto-docs-6/troubleshooting-and-config
auto-time-1-day103-session5
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docs/add-session-management-showcase
spec/arch-sandbox-path-correction-cycle9
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docs/cycle-1-validation-gate-fix
docs/2026-04-08-unreleased-changelog
docs/auto-docs-cycle-2-2026-04-10
docs/session-4615-2026-04-08-cycle1
feat/issue-6361-shell-safety-service-tui
spec/architecture-cycle-25-new-features
fix/issue-6345-automation-profile-add-output
docs/timeline-day-102-2026-04-12
docs/cycle-2-git-worktree-acms-hydrator
spec/arch-sandbox-cleanup-discovery
docs/timeline-day96-2026-04-08
docs/auto-docs-cycle-11
spec/fix-sandbox-strategy-protocol-name
spec/arch-acms-tier-hydration
fix/v3.4.0/context-settings-defaults
docs/add-example-repl-and-actor-run
docs/auto-docs-cycle-10-updates
docs/session-4-2026-04-08-updates
docs/showcase-all-examples-consolidated
docs/timeline-day-97
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docs/add-example-output-format-flags
spec/arch-failfast-cancel-semantics
timeline/day-101-2026-04-11
docs/timeline-day99-2026-04-09-v2
docs/auto-docs-cycle-2-worktree-acms
spec/architecture-v3.8.0-milestone-plan
docs/api-lsp-acms-reference
improvement/agent-bug-hunt-pool-supervisor-yaml-syntax-fix
spec/project-delete-deleted-at-field
spec/architecture-provider-registry-tui-materializer
spec/document-reconciliation-blocked-error-5942
fix/issue-7482-git-log-injection
spec/devcontainer-auto-discovery-schema
feat/issue-6350-conversation-content-pruning
docs/update-module-guides-2026-04-10
timeline/day-100-2026-04-10-auto-time-cycle1
timeline/day-99-2026-04-09-auto-time-v2
docs/cycle-3-module-guides
timeline/day-99-2026-04-09-auto-time
pr-4226
spec/additional-llm-providers-gemini-groq-cohere-together-ollama-mistral
spec/document-context-tier-hydrator-6175
docs/timeline-day99-2026-04-09
spec/invariant-cli-clarifications
docs/add-example-project-init-and-context-management
spec/reconciliation-blocked-error-documentation
spec/fix-invariant-precedence-reference-5861
spec/fix-plan-correct-accepts-plan-id-5558
spec/fix-validation-attach-synopsis-5328
docs/timeline-day-99-cycle-1
docs/timeline-day-99-cycle-2
fix/actor-context-list-regex-arg
docs/timeline-day-99-cycle-3
spec/arch-security-mode-init
docs/auto-docs-cycle-9-updates
fix-resource-fix-resource-remove-to-check-correct-edge-table
feat/issue-6434-tui-env-var-expansion
fix/issue-6321-plan-prompt-timing-field
fix/issue-6322-resource-add-url-flag
feat/issue-6348-sessions-screen
spec/plan-show-command
temp
feat/harden-label-restrictions-1775753628
spec/invariant-reconciliation-failure-behavior
spec/add-reconciliation-failure-behavior-5942
spec/architecture-corrections-cycle3
spec/checkpoint-trigger-names-and-config-key-fix
spec/fix-ai-provider-interface-5801
spec/azure-api-version-default-update
docs/auto-docs-writer-cycle1-labels
spec/fix-resource-type-yaml-format-5622
spec/add-plan-revert-resume-commands-5574
docs/auto-docs-cycle-1-2026-04-09
spec/plan-correct-plan-id-or-decision-id-5558
spec/fix-subgraph-node-actor-ref-field-5427
issue/5284-master-ci-fix
timeline/day-99-2026-04-09-v2
merge-me
docs/session-3377-initial-docs-update
fix/llm-provider-subpackage-exports
spec/arce-acronym-and-tui-keybinding-fixes
spec/architecture-corrections-cycle2
spec/architecture-corrections-cycle1
docs/cycle-1-updates
spec/tui-clarifications-session-export-persona
docs/session-4940-2026-04-08-cycle1
spec/architecture-milestone-plan-v3.2-v3.7
docs/session-4743-2026-04-08-cycle1
docs/timeline-day-98
fix/plan-lifecycle-service-rollback-method
docs/timeline-day98-2026-04-08-v2
docs/add-example-action-and-plan-management
docs/session-2026-04-06-updates
docs/ca-docs-writer-v3.8.1-2026-04-05
fix/session-tell-stub-missing-panels-and-actor-execution
improvement/agent-arch-guard-clone-failure-handling
improvement/agent-test-infra-health-spam-fix-v2
fix-tdd-invert-non-assertion-exceptions
improvement/agent-arch-guard-clone-failure
bugfix/3472-fix-tdd-inversion-logic
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improvement/agent-supervisor-tracking-labels-v2
docs/timeline-day95-v2
docs/timeline-day95-final
docs/update-lsp-api-and-changelog
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docs/timeline-day95-final-2026-04-05
fix/a2a-plan-correct-rollback-wiring
docs/add-lsp-api-and-changelog-2026-04-05
fix/tool-registry-validation-type-discriminator
docs/v3.7.0-documentation-update
docs/ca-docs-writer-2026-04-05-cycle2
fix/invariant-set-merge-action-scope
docs/unreleased-feature-docs
fix/concurrency-cost-tracker-record-usage-race-condition
improvement/agent-ca-test-infra-improver-failure-handling
docs/update-changelog-mcp-plan-ci-2026-04-05
improvement/agent-pr-reviewer-milestone-prioritization
docs/timeline-day95-refresh-2026-04-05
improvement/agent-mandatory-labels-tracking-issues
docs/api-domain-providers-changelog-2026-04-05
docs/ca-docs-writer-2026-04-05
docs/timeline-day95-refresh
fix/skill-add-include-validation
docs/timeline-day-95-2026-04-05-update3
docs/timeline-day-95-2026-04-05-update2
docs/ci-incident-runbook-2597
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docs/shell-safety-api-and-readme-highlights
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spec/restructure-monolithic-to-split
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feature/m8-tui-first-run-actor-selection
feature/m8-tui-conversation-block-catalog
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feature/m8-tui-sessions-screen
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feature/m4-missing-builtin-tools
docs/v3.7.0-release-docs
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test/e2e-wf15-disaster-recovery
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feature/m8-tui-prompt-history
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feature/m3-tdd-issue-consistency-gate
feature/m3-invariant-enforcement-strategize
test/int-wf18-container-clone
test/int-wf01-hello-world
feature/m6-diagnostic-dashboard-health-categories
feature/m6-cli-polish
fix/e2e-db-isolation
feature/m7-post-tui
feature/m9-asgi-endpoint
feature/m7-post-server
tdd/m7-audit-session-race
tdd/m3-skill-add-regression
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integrate/freemo-batch-1
feature/m4-error-recovery
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feature/m4-definition-of-done
feature/m4-correction-model
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feature/m3-session-cli
feature/m1-persistence-tests-robot
feature/m3-config-cli
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feature/m6-review-playbook
feature/aditya-m3-actor-loader
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feature/m4-automation-legacy-cleanup
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feature/m3-skill-git
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fix/robot-tests
feature/m3-actor-registry
feature/m3-tool-cli
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 This ticket's work started but wasn't finished. It's on hold (likely in a feature branch) and will be resumed later, either due to a blocker or a delay.

  
State
Unverified
 All new tickets start in this state. A developer may set it to show the ticket is unverified. This means we haven't agreed to work on it. It will either move to a verified state or be closed as wontdo.

  
State
Verified
 The issue has been verified by a developer as legitimate. It will be worked on and verified tickets are now considered part of the backlog.

  
State
Wont Do
 This ticket has been decided it wont be done. This may mean the bug has been determined to not be real (cant verify) or the feature is one we have decided we dont want to adopt.

  
Type
Automation
 Any edits or discussion about the AI automated coding system.

  
Type
Bug
 Something that doesnt work as intended.

  
Type
Discussion
 Anytime a ticket represents a discussion about a subject and doesnt fall into one of the other categories.

  
Type
Documentation
 An error or improvement needed in the documentation.

  
Type
Epic
 Any first tier epic. That is, an epic which contains only issues as children and will not have sub-epics.

  
Type
Feature
 Some new functionality not present.

  
Type
Legendary
 A type of Epic which will contain other Epics.

  
Type
Refactor
 A code change that restructures existing code without changing its external behavior.

  
Type
Support
 Someone needs help using the project.

  
Type
Task
 A generic task that doesnt fit into the other type categories.

  
Type
Testing
 Work exclusively focusing on fixing or expanding testing.

No labels
auto/needs-reevaluation
controller-managed
auto/blocked-by-deps
auto/ci-timeout
auto/claimed-implementer
auto/claimed-merge
auto/claimed-reviewer
auto/driver-down
auto/invariant-violation
auto/last-attempt-tier-0
auto/last-attempt-tier-1
auto/last-attempt-tier-2
auto/last-attempt-tier-min
Automation Tracking
auto/needs-conflict-resolution
auto/needs-implementer
auto/postmortem
auto/ready-to-merge
auto/restart-throttled
auto/revert
auto/sentinel
auto/stale-inactivity
auto/unstable
Blocked
Bounty
$100
Bounty
$1000
Bounty
$10000
Bounty
$20
Bounty
$2000
Bounty
$250
Bounty
$50
Bounty
$500
Bounty
$5000
Bounty
$750
MoSCoW
Could have
MoSCoW
Must have
MoSCoW
Should have
Needs Feedback
Points
1
Points
13
Points
2
Points
21
Points
3
Points
34
Points
5
Points
55
Points
8
Points
88
Priority
Backlog
Priority
CI Blocker
Priority
Critical
Priority
High
Priority
Low
Priority
Medium
Signed-off: Owner
Signed-off: Scrum Master
Signed-off: Tech Lead
Spike
State
Completed
State
Duplicate
State
In Progress
State
In Review
State
Paused
State
Unverified
State
Verified
State
Wont Do
Type
Automation
Type
Bug
Type
Discussion
Type
Documentation
Type
Epic
Type
Feature
Type
Legendary
Type
Refactor
Type
Support
Type
Task
Type
Testing
Milestone
Clear milestone
No items
No milestone
Projects
Clear projects
No items
No project
Assignees
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1 participant
Notifications
Due date
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Dependencies

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Reference
cleveragents/cleveragents-core#8078
No description provided.