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Optimize coverage report generation to eliminate sequential test re-execution #1808

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opened 2026-04-02 23:53:38 +00:00 by freemo · 1 comment
freemo commented 2026-04-02 23:53:38 +00:00
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Metadata

  • Branch: task/ci-optimize-coverage-report-generation
  • Commit Message: perf(ci): parallelize coverage data collection and eliminate sequential test re-execution
  • Milestone: v3.8.0
  • Parent Epic: #1678

Background and Context

The coverage_report nox session currently runs the entire Behave suite sequentially from scratch in order to generate a coverage report. This is a major bottleneck in the CI pipeline: the unit_tests job has already executed the same tests, yet the coverage job duplicates that work entirely by re-running them. This is the third structural gap identified in Epic #1678 (CI Execution Time Optimization).

Current Behavior

The coverage CI job calls nox -s coverage_report, which invokes the full Behave test suite sequentially. This means every test is run twice per CI pipeline: once in unit_tests and once in coverage. The duplication wastes runner time and increases overall pipeline wall-clock time significantly.

Expected Behavior

The unit_tests nox session should run tests with coverage enabled for each parallel process, producing per-process .coverage.* data files. After all parallel processes complete, the coverage data files are merged into a single .coverage file. The coverage_report session then generates the final report from the pre-merged data file — without re-running any tests.

Acceptance Criteria

  • The unit_tests nox session runs Behave with coverage run (or equivalent) per parallel process, producing individual .coverage.* data files.
  • A merge step within unit_tests (or a dedicated nox session) combines all .coverage.* files into a single .coverage artifact.
  • The coverage_report nox session generates the HTML/XML/terminal report from the merged .coverage file without invoking the test suite.
  • The generated coverage report is numerically identical (or within acceptable floating-point rounding) to the report produced by the previous sequential approach.
  • The CI pipeline unit_tests job uploads the merged .coverage file as a workflow artifact.
  • The CI pipeline coverage job downloads the artifact instead of re-running tests.
  • All nox default sessions pass without error.
  • Coverage remains ≥ 97%.

Supporting Information

  • Parent Epic: #1678 — "Epic: CI Execution Time Optimization — Timeouts, Concurrency, and Coverage Artifact Sharing"
  • Related child issues in the same Epic: concurrency groups (#child-1) and job-level timeouts (#child-2).
  • Python coverage tool supports coverage combine for merging parallel data files; pytest-cov and behave both support --cov / COVERAGE_PROCESS_START patterns for parallel coverage collection.

Subtasks

  • Modify the unit_tests nox session to invoke Behave with coverage enabled per parallel worker (e.g., via COVERAGE_PROCESS_START or coverage run wrapper).
  • Add a coverage combine step (within unit_tests or a new coverage_merge session) to merge all .coverage.* data files into a single .coverage file.
  • Modify the coverage_report nox session to generate the report from the merged .coverage file without re-running the test suite.
  • Update .forgejo/workflows/ci.yml: add an upload-artifact step in unit_tests to publish the merged .coverage file.
  • Update .forgejo/workflows/ci.yml: add a download-artifact step in the coverage job to consume the uploaded .coverage file.
  • Update features/ci_workflow_validation.feature to assert the artifact upload/download steps are present for coverage data.
  • Verify the generated coverage report matches the expected output from the previous sequential approach.
  • Run nox (all default sessions) and fix any errors.
  • Verify coverage ≥ 97% via nox -s coverage_report.

Definition of Done

This issue is complete when:

  • All subtasks above are completed and checked off.
  • The coverage_report nox session no longer re-runs the test suite; it only generates the report from a pre-existing .coverage file.
  • The CI coverage job downloads the .coverage artifact produced by unit_tests rather than re-executing tests.
  • features/ci_workflow_validation.feature is updated to cover the artifact sharing steps.
  • A Git commit is created where the first line of the commit message matches the Commit Message in Metadata exactly, followed by a blank line, then additional lines providing relevant details about the implementation.
  • The commit is pushed to the remote on the branch matching the Branch in Metadata exactly.
  • The commit is submitted as a pull request to master, reviewed, and merged before this issue is marked done.
  • All nox stages pass.
  • Coverage >= 97%.

Automated by CleverAgents Bot
Supervisor: Test Infrastructure | Agent: ca-new-issue-creator

## Metadata - **Branch**: `task/ci-optimize-coverage-report-generation` - **Commit Message**: `perf(ci): parallelize coverage data collection and eliminate sequential test re-execution` - **Milestone**: v3.8.0 - **Parent Epic**: #1678 ## Background and Context The `coverage_report` nox session currently runs the entire Behave suite sequentially from scratch in order to generate a coverage report. This is a major bottleneck in the CI pipeline: the `unit_tests` job has already executed the same tests, yet the `coverage` job duplicates that work entirely by re-running them. This is the third structural gap identified in Epic #1678 (CI Execution Time Optimization). ## Current Behavior The `coverage` CI job calls `nox -s coverage_report`, which invokes the full Behave test suite sequentially. This means every test is run twice per CI pipeline: once in `unit_tests` and once in `coverage`. The duplication wastes runner time and increases overall pipeline wall-clock time significantly. ## Expected Behavior The `unit_tests` nox session should run tests with coverage enabled for each parallel process, producing per-process `.coverage.*` data files. After all parallel processes complete, the coverage data files are merged into a single `.coverage` file. The `coverage_report` session then generates the final report from the pre-merged data file — without re-running any tests. ## Acceptance Criteria - The `unit_tests` nox session runs Behave with `coverage run` (or equivalent) per parallel process, producing individual `.coverage.*` data files. - A merge step within `unit_tests` (or a dedicated nox session) combines all `.coverage.*` files into a single `.coverage` artifact. - The `coverage_report` nox session generates the HTML/XML/terminal report from the merged `.coverage` file without invoking the test suite. - The generated coverage report is numerically identical (or within acceptable floating-point rounding) to the report produced by the previous sequential approach. - The CI pipeline `unit_tests` job uploads the merged `.coverage` file as a workflow artifact. - The CI pipeline `coverage` job downloads the artifact instead of re-running tests. - All nox default sessions pass without error. - Coverage remains ≥ 97%. ## Supporting Information - Parent Epic: #1678 — "Epic: CI Execution Time Optimization — Timeouts, Concurrency, and Coverage Artifact Sharing" - Related child issues in the same Epic: concurrency groups (#child-1) and job-level timeouts (#child-2). - Python `coverage` tool supports `coverage combine` for merging parallel data files; `pytest-cov` and `behave` both support `--cov` / `COVERAGE_PROCESS_START` patterns for parallel coverage collection. ## Subtasks - [ ] Modify the `unit_tests` nox session to invoke Behave with coverage enabled per parallel worker (e.g., via `COVERAGE_PROCESS_START` or `coverage run` wrapper). - [ ] Add a `coverage combine` step (within `unit_tests` or a new `coverage_merge` session) to merge all `.coverage.*` data files into a single `.coverage` file. - [ ] Modify the `coverage_report` nox session to generate the report from the merged `.coverage` file without re-running the test suite. - [ ] Update `.forgejo/workflows/ci.yml`: add an `upload-artifact` step in `unit_tests` to publish the merged `.coverage` file. - [ ] Update `.forgejo/workflows/ci.yml`: add a `download-artifact` step in the `coverage` job to consume the uploaded `.coverage` file. - [ ] Update `features/ci_workflow_validation.feature` to assert the artifact upload/download steps are present for coverage data. - [ ] Verify the generated coverage report matches the expected output from the previous sequential approach. - [ ] Run `nox` (all default sessions) and fix any errors. - [ ] Verify coverage ≥ 97% via `nox -s coverage_report`. ## Definition of Done This issue is complete when: - [ ] All subtasks above are completed and checked off. - [ ] The `coverage_report` nox session no longer re-runs the test suite; it only generates the report from a pre-existing `.coverage` file. - [ ] The CI `coverage` job downloads the `.coverage` artifact produced by `unit_tests` rather than re-executing tests. - [ ] `features/ci_workflow_validation.feature` is updated to cover the artifact sharing steps. - [ ] A Git commit is created where the **first line** of the commit message matches the Commit Message in Metadata exactly, followed by a blank line, then additional lines providing relevant details about the implementation. - [ ] The commit is pushed to the remote on the branch matching the **Branch** in Metadata exactly. - [ ] The commit is submitted as a **pull request** to `master`, reviewed, and **merged** before this issue is marked done. - [ ] All nox stages pass. - [ ] Coverage >= 97%. --- **Automated by CleverAgents Bot** Supervisor: Test Infrastructure | Agent: ca-new-issue-creator
freemo added this to the v3.8.0 milestone 2026-04-02 23:54:04 +00:00
freemo commented 2026-04-02 23:57:31 +00:00
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Issue triaged by project owner:

  • State: Verified
  • MoSCoW: MoSCoW/Could Have — CI/test infrastructure improvement.

Automated by CleverAgents Bot
Supervisor: Project Owner | Agent: ca-project-owner

Issue triaged by project owner: - **State**: Verified - **MoSCoW**: MoSCoW/Could Have — CI/test infrastructure improvement. --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: ca-project-owner
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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
auto-arch-7/spec-apply-git-worktree
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
spec/plan-correction-engine-v3.2.0
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
auto-arch-3/v3.8.0-milestone-plan
auto-docs-6/troubleshooting-and-config
auto-time-1-day103-session5
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docs/plan-tree-ulid-examples
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timeline/day-103-2026-04-13
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docs/add-session-management-showcase
spec/arch-sandbox-path-correction-cycle9
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docs/auto-docs-cycle-12-updates
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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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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feature/m8-session-editing
feature/llm-actor-subplan-wiring
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/m8-tui-block-context-menu
feature/m8-tui-tool-call-expand
feature/m4-missing-builtin-tools
docs/v3.7.0-release-docs
feature/m8-tui-session-export
test/e2e-wf15-disaster-recovery
test/e2e-wf03-refactoring
test/e2e-m3-acceptance
feature/m8-tui-prompt-history
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test/int-wf03-refactoring
test/int-wf11-graph-actor
test/int-wf10-batch
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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
feature/m9-remote-repos
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tdd/container-resolve-crash
test/e2e-m1-acceptance
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eugen.thaci-patch-3
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feature/post-safety-profile-tests
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docs/safety-profile-spec-composition
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/m2-lsp-stubs
feature/m3-invariants
feature/m1-actor-runtime
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feature/m6-validation-edge
feature/m3-session-cli
feature/m1-persistence-tests-robot
feature/m3-config-cli
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feature/m5-subplan-tests
feature/m6-review-playbook
feature/aditya-m3-actor-loader
feature/m3-skill-protocol
feature/m4-automation-legacy-cleanup
feature/m3-change-model
feature/m3-skill-git
feature/m3-skill-registry
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fix/robot-tests
feature/m3-actor-registry
feature/m3-tool-cli
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feature/m3-tool-domain-robot
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 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
v3.8.0
Projects
Clear projects
No items
No project
Assignees
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No assignees
1 participant
Notifications
Due date
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Blocks
#1678 Epic: CI Execution Time Optimization — Timeouts, Concurrency, and Coverage Artifact Sharing
cleveragents/cleveragents-core
Reference
cleveragents/cleveragents-core#1808
No description provided.