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TEST-INFRA: [ci-execution-time] Implement caching for Nox virtual environments #7425

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opened 2026-04-10 19:12:49 +00:00 by HAL9000 · 3 comments
HAL9000 commented 2026-04-10 19:12:49 +00:00
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Metadata

  • Branch: task/ci-execution-time-nox-venv-caching
  • Commit Message: chore(ci): cache .nox virtual environments between CI runs to reduce setup time
  • Milestone: N/A — Backlog (see note below)
  • Parent Epic: #1678

Backlog note: This issue was discovered during autonomous operation
on milestone v3.2.0. It does not block milestone completion and has been
placed in the backlog for human review and future milestone assignment.

Summary

The CI pipeline does not cache the Nox virtual environments. This means that for every job, Nox has to create a new virtual environment and install all the dependencies from scratch. This is a major source of slowdowns, especially for jobs that have a large number of dependencies.

Current Behavior

Every CI job creates a fresh Nox virtual environment by installing all dependencies from scratch. This results in:

  • Significant time spent on pip install for every CI run, even when dependencies have not changed.
  • Increased CI execution time across all jobs that use Nox sessions.
  • Wasted runner resources re-downloading and re-installing identical dependency sets.

Expected Behavior

The .nox directory should be cached between CI runs using the actions/cache action. When dependencies have not changed (i.e., pyproject.toml and lock files are unchanged), the cached virtual environments should be restored, skipping the install step entirely.

Acceptance Criteria

  • The .nox directory is cached between CI runs using actions/cache.
  • The cache key is based on the OS, Python version, and a hash of pyproject.toml (and lock files if present).
  • The time to set up the Nox environment is significantly reduced on cache hits.
  • The overall CI execution time is measurably reduced.
  • The caching logic is documented with a comment in the workflow file.

Supporting Information

  • Related issues: #7421 (Run E2E tests on a less frequent schedule), #1678 (Epic: CI Execution Time Optimization).
  • The .nox directory is the standard location where Nox stores its virtual environments.
  • Cache invalidation should be triggered by changes to pyproject.toml or dependency lock files.

Subtasks

  • Review the current CI workflow (.forgejo/workflows/ci.yml) to identify all jobs that invoke Nox.
  • Add a actions/cache step before the Nox invocation in each relevant job, caching the .nox directory.
  • Define a cache key using ${{ runner.os }}-nox-${{ hashFiles('pyproject.toml') }} (or equivalent including lock files).
  • Add a restore-keys fallback for partial cache hits.
  • Add a comment in the workflow file explaining the caching strategy and cache key rationale.
  • Update features/ci_workflow_validation.feature to assert the cache step is present for Nox jobs.
  • Run nox (all default sessions), 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.
  • 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: new-issue-creator

## Metadata - **Branch**: `task/ci-execution-time-nox-venv-caching` - **Commit Message**: `chore(ci): cache .nox virtual environments between CI runs to reduce setup time` - **Milestone**: N/A — Backlog (see note below) - **Parent Epic**: #1678 > **Backlog note:** This issue was discovered during autonomous operation > on milestone v3.2.0. It does not block milestone completion and has been > placed in the backlog for human review and future milestone assignment. ## Summary The CI pipeline does not cache the Nox virtual environments. This means that for every job, Nox has to create a new virtual environment and install all the dependencies from scratch. This is a major source of slowdowns, especially for jobs that have a large number of dependencies. ## Current Behavior Every CI job creates a fresh Nox virtual environment by installing all dependencies from scratch. This results in: - Significant time spent on `pip install` for every CI run, even when dependencies have not changed. - Increased CI execution time across all jobs that use Nox sessions. - Wasted runner resources re-downloading and re-installing identical dependency sets. ## Expected Behavior The `.nox` directory should be cached between CI runs using the `actions/cache` action. When dependencies have not changed (i.e., `pyproject.toml` and lock files are unchanged), the cached virtual environments should be restored, skipping the install step entirely. ## Acceptance Criteria - [ ] The `.nox` directory is cached between CI runs using `actions/cache`. - [ ] The cache key is based on the OS, Python version, and a hash of `pyproject.toml` (and lock files if present). - [ ] The time to set up the Nox environment is significantly reduced on cache hits. - [ ] The overall CI execution time is measurably reduced. - [ ] The caching logic is documented with a comment in the workflow file. ## Supporting Information - Related issues: #7421 (Run E2E tests on a less frequent schedule), #1678 (Epic: CI Execution Time Optimization). - The `.nox` directory is the standard location where Nox stores its virtual environments. - Cache invalidation should be triggered by changes to `pyproject.toml` or dependency lock files. ## Subtasks - [ ] Review the current CI workflow (`.forgejo/workflows/ci.yml`) to identify all jobs that invoke Nox. - [ ] Add a `actions/cache` step before the Nox invocation in each relevant job, caching the `.nox` directory. - [ ] Define a cache key using `${{ runner.os }}-nox-${{ hashFiles('pyproject.toml') }}` (or equivalent including lock files). - [ ] Add a restore-keys fallback for partial cache hits. - [ ] Add a comment in the workflow file explaining the caching strategy and cache key rationale. - [ ] Update `features/ci_workflow_validation.feature` to assert the cache step is present for Nox jobs. - [ ] Run `nox` (all default sessions), 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. - 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: new-issue-creator
HAL9000 commented 2026-04-14 06:23:37 +00:00
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✅ Verified — CI optimization: Nox virtual environment caching. MoSCoW: Should-have. Priority: Medium.

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

✅ **Verified** — CI optimization: Nox virtual environment caching. MoSCoW: Should-have. Priority: Medium. --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: project-owner-pool-supervisor
HAL9000 commented 2026-04-14 06:29:15 +00:00
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✅ Verified — CI optimization: Nox virtual environment caching. MoSCoW: Should-have. Priority: Medium.

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

✅ **Verified** — CI optimization: Nox virtual environment caching. MoSCoW: Should-have. Priority: Medium. --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: project-owner-pool-supervisor
HAL9000 commented 2026-04-14 06:35:41 +00:00
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✅ Verified — CI optimization: Nox virtual environment caching. MoSCoW: Should-have. Priority: Medium.

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

✅ **Verified** — CI optimization: Nox virtual environment caching. MoSCoW: Should-have. Priority: Medium. --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: project-owner-pool-supervisor
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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
spec/decision-recording-system-v3.2.0
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
auto-docs-5/contributor-guide-and-readme
docs/plan-tree-ulid-examples
docs/m3-spec-clarify-path-datetime-plugin-contracts
docs/auto-docs-cycle-10-diagnostics-ref
auto-docs-3/user-guide-and-architecture
docs/cycle-7-changelog-update
spec/reconciliation-failure-behavior
auto-docs-2/api-documentation
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auto-docs-1/release-notes-v3.0-v3.1
spec/update-validation-attach-project-delete
spec/architecture-cycle2-impl-clarifications
auto-arch-1/adr-049-052-violations
auto-time-1-day103
docs/auto-docs-cycle-13-updates
docs/timeline-day-102-auto-time
timeline/day-103-2026-04-13
spec/arch-invariant-cli-completeness
spec/update-cycle1-validation-attach-project-delete
docs/add-session-management-showcase
spec/arch-sandbox-path-correction-cycle9
spec/architecture-v380-milestone-plan
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
docs/acms-context-hydrator-cycle2
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
bugfix/989-fix-persistence-json-decode-error
improvement/agent-supervisor-tracking-labels-v2
docs/timeline-day95-v2
docs/timeline-day95-final
docs/update-lsp-api-and-changelog
fix/lsp-resource-handler-module-missing
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
improvement/agent-ca-test-infra-improver-worker-api-mode
docs/shell-safety-api-and-readme-highlights
docs/timeline-day-55-2026-04-04-v2
docs/timeline-day-55-2026-04-04
docs/timeline-day54-update3
improvement/agent-ca-test-infra-improver-fixes
spec/restructure-monolithic-to-split
docs/timeline-day54-update-v2
docs/timeline-day54-update
fix-agents
docs/shell-safety-and-domain-base-model
fix/1452-impl
fix/1473-plan-cancel
fix/1425-test
fix/1426-config
fix/1421-perf
fix/1424-impl
test/int-wf16-devcontainer
feature/m8-tui-persona-export
feature/m7-post-resource-equivalence
test/e2e-m4-acceptance
feature/m6-tantivy-backend
feature/m6-estimation
feature/m6-estimation-report-model
feature/observability-prometheus-audit
feat/server-auth-namespace
feature/m8-session-editing
feature/llm-actor-subplan-wiring
feature/m8-tui-first-run-actor-selection
feature/m8-tui-conversation-block-catalog
feature/m8-tui-settings-screen
feature/m7-e2e-porting
feature/m6-estimation-historical-stats
feature/m8-tui-persona-export-import
feature/m8-tui-sessions-screen
feature/m7-graph-backend
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
feature/m8-tui-actor-thought-block-rendering
bugfix/m6-build-hierarchy-child-ids
feature/resource-inheritance-wiring
test/e2e-wf09-session
test/e2e-wf06-doc-generation
test/e2e-wf08-cloud-infra
test/e2e-wf02-test-generation
test/e2e-wf13-custom-profile
test/e2e-wf11-graph-actor
test/e2e-wf01-hello-world
test/int-wf17-explicit-container
test/int-wf12-hierarchical
test/int-wf15-disaster-recovery
test/int-wf13-custom-profile
test/int-wf03-refactoring
test/int-wf11-graph-actor
test/int-wf10-batch
test/int-wf09-session
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
feature/fs-mount-file-types
tdd/container-resolve-crash
test/e2e-m1-acceptance
test/e2e-m2-acceptance
eugen.thaci-patch-3
eugen.thaci-patch-2
eugen.thaci-patch-1
aditya-fix-latest
feature/m4-secret-masking-llm-context
aditya-fix
refactor/m3-replace-mktemp
refactor/m3-remove-unittest-mock-integration
refactor/m3-remove-robot-mock-imports
refactor/m3-remove-mock-llm-integration
docs/improved-menu-adr
feature/m7-post-auth
feature/m3-fix-resource-bootstrap
feature/post-safety-profile-tests
integration/batch-2026-03-02
feat/slipcover
docs/safety-profile-spec-composition
integrate/freemo-batch-1
feature/m4-error-recovery
feature/m4-security-template
feature/m3-validation-pipeline
develop-aditya-2
feature/m3-diff-review
feature/m3-validation-apply
feature/m6-acp-stubs
feature/m4-correction-flows
feature/m1-plan-execute-runtime
feature/m4-security-exceptions
feature/m4-definition-of-done
feature/m4-correction-model
feature/m1-apply-pipeline
feature/m5-automation-profiles
feature/m2-lsp-stubs
feature/m3-invariants
feature/m1-actor-runtime
feature/docs-v2-restore
feature/m6-perf-scale
feature/m6-validation-edge
feature/m3-session-cli
feature/m1-persistence-tests-robot
feature/m3-config-cli
feature/m1-cli-tests-robot
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
feature/m4-security-eval
fix/robot-tests
feature/m3-actor-registry
feature/m3-tool-cli
feature/m4-automation-profiles-cli
feature/m2-resource-cli-extensions
feature/m3-actor-loader
feature/m3-tool-domain-robot
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feature/m3-skill-cli
feature/m1-resource-db-robot-tests
feature/m3-session-domain-robot
feature/m1-persistence-tests
feature/m1-cli-tests
ten-branches-backup
feature/m3-skill-schema
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feature/automation-profiles-and-resource-dag
feature/m1-plan-repo
feature/m1-db-plan-phase-rebaseline
feat/B4-sandbox
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feat-repo-manager-and-sourcegraph-support
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tests/unit-tests
latest/poetry-generator
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config/contract-metadata-extractor
docs/readme-yaml-syntax
config/memory-yaml
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intel_2_demo
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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
Clear assignees
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#7425
No description provided.