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Improve Test Architecture: Introduce pytest for Unit and Integration Testing #9045

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opened 2026-04-14 06:28:59 +00:00 by HAL9000 · 1 comment
HAL9000 commented 2026-04-14 06:28:59 +00:00
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Metadata

  • Commit Message: chore(tests): introduce pytest for unit and integration testing
  • Branch: chore/introduce-pytest-unit-integration-tests

Background and Context

The current test architecture relies heavily on behave and Robot Framework for testing, with a large number of feature files and Robot tests. However, there is a noticeable absence of a dedicated unit and integration test suite, which is a critical component of a robust testing strategy.

The absence of unit and integration tests can lead to a number of problems, including:

  • Slow and brittle tests: BDD and Robot Framework tests are typically slower to run than unit tests, and can be more brittle.
  • Difficult to debug: When a BDD or Robot Framework test fails, it can be difficult to pinpoint the root cause of the problem.
  • Poor code quality: Without unit tests, it's more likely that bugs will be introduced into the codebase.

Duplicate Check

  • Keyword search in open issues:
    • pytest: No relevant issues found.
    • unit test: No relevant issues found.
    • integration test: No relevant issues found.
  • Cross-area search for similar proposals: No similar proposals found in other analysis areas.
  • Closed issues search: No relevant closed issues found.

Expected Behavior

A dedicated pytest-based unit and integration test suite exists alongside the existing BDD and Robot Framework tests. Developers write unit tests for all new code and gradually add unit tests for existing code. Integration tests verify that the different components of the system work together as expected.

Acceptance Criteria

  • A src/cleveragents/tests directory is created to house the new pytest tests.
  • pytest is added as a project dependency and configured in the task runner.
  • At least one unit test is written using pytest to demonstrate the pattern.
  • At least one integration test is written using pytest to demonstrate the pattern.
  • All existing tests continue to pass alongside the new pytest suite.
  • Test coverage remains at or above the project-defined threshold (≥97%).
  • nox sessions for unit_tests and integration_tests are updated or added to include pytest.

Subtasks

  • Create src/cleveragents/tests/ directory structure.
  • Add pytest as a dependency in pyproject.toml.
  • Configure pytest in the task runner (nox) with appropriate sessions.
  • Write initial unit tests for a representative module.
  • Write initial integration tests for a representative component interaction.
  • Update nox sessions to run pytest unit and integration tests.
  • Verify coverage ≥97% via nox -s coverage_report.
  • Run nox (all default sessions), fix any errors.
  • Update documentation to reflect the new testing approach.

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 (chore(tests): introduce pytest for unit and integration testing), 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 (chore/introduce-pytest-unit-integration-tests).
  • The commit is submitted as a pull request to master, reviewed, and merged before this issue is marked done.
  • All CI checks pass (tests, linting, type checking, security, coverage).
  • Test coverage meets or exceeds the project-defined threshold (≥97%).

Summary of Findings

The current test architecture relies heavily on behave and Robot Framework for testing, with a large number of feature files and Robot tests. However, there is a noticeable absence of a dedicated unit and integration test suite, which is a critical component of a robust testing strategy.

Recommended Improvements

To address this gap, I propose the introduction of pytest as the primary framework for unit and integration testing. This would involve the following:

  1. Create a tests directory: A new src/cleveragents/tests directory should be created to house the new pytest tests.
  2. Write unit tests: Developers should be encouraged to write unit tests for all new code, and to gradually add unit tests for existing code.
  3. Write integration tests: Integration tests should be written to verify that the different components of the system work together as expected.

Detailed Reasoning

The absence of unit and integration tests can lead to a number of problems, including:

  • Slow and brittle tests: BDD and Robot Framework tests are typically slower to run than unit tests, and can be more brittle.
  • Difficult to debug: When a BDD or Robot Framework test fails, it can be difficult to pinpoint the root cause of the problem.
  • Poor code quality: Without unit tests, it's more likely that bugs will be introduced into the codebase.

By introducing pytest, we can create a more robust and reliable testing strategy that will help us to improve the quality of our software.

Duplicate Check

  • Keyword search in open issues:
    • pytest: No relevant issues found.
    • unit test: No relevant issues found.
    • integration test: No relevant issues found.
  • Cross-area search for similar proposals: No similar proposals found in other analysis areas.
  • Closed issues search: No relevant closed issues found.

Automated by CleverAgents Bot
Supervisor: Test Infrastructure Pool | Agent: test-infra-worker

Automated by CleverAgents Bot
Agent: new-issue-creator

## Metadata - **Commit Message**: `chore(tests): introduce pytest for unit and integration testing` - **Branch**: `chore/introduce-pytest-unit-integration-tests` ## Background and Context The current test architecture relies heavily on `behave` and Robot Framework for testing, with a large number of feature files and Robot tests. However, there is a noticeable absence of a dedicated unit and integration test suite, which is a critical component of a robust testing strategy. The absence of unit and integration tests can lead to a number of problems, including: * **Slow and brittle tests**: BDD and Robot Framework tests are typically slower to run than unit tests, and can be more brittle. * **Difficult to debug**: When a BDD or Robot Framework test fails, it can be difficult to pinpoint the root cause of the problem. * **Poor code quality**: Without unit tests, it's more likely that bugs will be introduced into the codebase. ### Duplicate Check - **Keyword search in open issues**: - `pytest`: No relevant issues found. - `unit test`: No relevant issues found. - `integration test`: No relevant issues found. - **Cross-area search for similar proposals**: No similar proposals found in other analysis areas. - **Closed issues search**: No relevant closed issues found. ## Expected Behavior A dedicated `pytest`-based unit and integration test suite exists alongside the existing BDD and Robot Framework tests. Developers write unit tests for all new code and gradually add unit tests for existing code. Integration tests verify that the different components of the system work together as expected. ## Acceptance Criteria - [ ] A `src/cleveragents/tests` directory is created to house the new `pytest` tests. - [ ] `pytest` is added as a project dependency and configured in the task runner. - [ ] At least one unit test is written using `pytest` to demonstrate the pattern. - [ ] At least one integration test is written using `pytest` to demonstrate the pattern. - [ ] All existing tests continue to pass alongside the new `pytest` suite. - [ ] Test coverage remains at or above the project-defined threshold (≥97%). - [ ] `nox` sessions for `unit_tests` and `integration_tests` are updated or added to include `pytest`. ## Subtasks - [ ] Create `src/cleveragents/tests/` directory structure. - [ ] Add `pytest` as a dependency in `pyproject.toml`. - [ ] Configure `pytest` in the task runner (`nox`) with appropriate sessions. - [ ] Write initial unit tests for a representative module. - [ ] Write initial integration tests for a representative component interaction. - [ ] Update `nox` sessions to run `pytest` unit and integration tests. - [ ] Verify coverage ≥97% via `nox -s coverage_report`. - [ ] Run `nox` (all default sessions), fix any errors. - [ ] Update documentation to reflect the new testing approach. ## 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 (`chore(tests): introduce pytest for unit and integration testing`), 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 (`chore/introduce-pytest-unit-integration-tests`). - The commit is submitted as a **pull request** to `master`, reviewed, and **merged** before this issue is marked done. - All CI checks pass (tests, linting, type checking, security, coverage). - Test coverage meets or exceeds the project-defined threshold (≥97%). --- ## Summary of Findings The current test architecture relies heavily on `behave` and Robot Framework for testing, with a large number of feature files and Robot tests. However, there is a noticeable absence of a dedicated unit and integration test suite, which is a critical component of a robust testing strategy. ## Recommended Improvements To address this gap, I propose the introduction of `pytest` as the primary framework for unit and integration testing. This would involve the following: 1. **Create a `tests` directory**: A new `src/cleveragents/tests` directory should be created to house the new `pytest` tests. 2. **Write unit tests**: Developers should be encouraged to write unit tests for all new code, and to gradually add unit tests for existing code. 3. **Write integration tests**: Integration tests should be written to verify that the different components of the system work together as expected. ## Detailed Reasoning The absence of unit and integration tests can lead to a number of problems, including: * **Slow and brittle tests**: BDD and Robot Framework tests are typically slower to run than unit tests, and can be more brittle. * **Difficult to debug**: When a BDD or Robot Framework test fails, it can be difficult to pinpoint the root cause of the problem. * **Poor code quality**: Without unit tests, it's more likely that bugs will be introduced into the codebase. By introducing `pytest`, we can create a more robust and reliable testing strategy that will help us to improve the quality of our software. ### Duplicate Check - **Keyword search in open issues**: - `pytest`: No relevant issues found. - `unit test`: No relevant issues found. - `integration test`: No relevant issues found. - **Cross-area search for similar proposals**: No similar proposals found in other analysis areas. - **Closed issues search**: No relevant closed issues found. --- **Automated by CleverAgents Bot** Supervisor: Test Infrastructure Pool | Agent: test-infra-worker --- **Automated by CleverAgents Bot** Agent: new-issue-creator
HAL9000 added this to the v3.9.0 milestone 2026-04-14 06:43:43 +00:00
HAL9000 commented 2026-04-14 07:09:49 +00:00
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✅ Verified — Test architecture improvement: introduce pytest for unit and integration testing. MoSCoW: Should-have. Priority: Medium — NOTE: This must be reviewed against the BDD-only testing mandate in CONTRIBUTING.md. @freemo please confirm if pytest is acceptable alongside BDD.

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

✅ **Verified** — Test architecture improvement: introduce pytest for unit and integration testing. MoSCoW: Should-have. Priority: Medium — NOTE: This must be reviewed against the BDD-only testing mandate in CONTRIBUTING.md. @freemo please confirm if pytest is acceptable alongside BDD. --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: project-owner-pool-supervisor
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fix/issue-6331-invariant-add-scope
timeline/day-106-2026-04-16-auto-time-1-v2
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chore/timeline-day-105-2026-04-15
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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
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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
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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
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docs/validation-gate-empty-run-guard
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docs/lockservice-advisory-locking
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docs/auto-docs-cycle-1-2026-04-12
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docs/timeline-day-102-2026-04-12
docs/cycle-2-git-worktree-acms-hydrator
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docs/add-example-repl-and-actor-run
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spec/architecture-v3.8.0-milestone-plan
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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
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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
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spec/arce-acronym-and-tui-keybinding-fixes
spec/architecture-corrections-cycle2
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docs/session-4940-2026-04-08-cycle1
spec/architecture-milestone-plan-v3.2-v3.7
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docs/timeline-day98-2026-04-08-v2
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docs/ca-docs-writer-v3.8.1-2026-04-05
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docs/timeline-day95-final-2026-04-05
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docs/add-lsp-api-and-changelog-2026-04-05
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docs/v3.7.0-documentation-update
docs/ca-docs-writer-2026-04-05-cycle2
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docs/unreleased-feature-docs
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docs/update-changelog-mcp-plan-ci-2026-04-05
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docs/timeline-day95-refresh-2026-04-05
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fix/skill-add-include-validation
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docs/ci-incident-runbook-2597
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When an epic or legendary is in review it must be signed off by owner, tech lead, and scrum master before being marked as completed.

  
Signed-off: Scrum Master
When an epic or legendary is in review it must be signed off by owner, tech lead, and scrum master before being marked as completed.

  
Signed-off: Tech Lead
When an epic or legendary is in review it must be signed off by owner, tech lead, and scrum master before being marked as completed.

  
Spike
A ticket for learning a tool or technology that is needed to be able to do future planning and design.

  
State
Completed
 The ticket has been fully implemented, completed, and merged with the source code. This label should only be applied once a ticket is closed.

  
State
Duplicate
 A ticket that represents the same content as an existing ticket.

  
State
In Progress
 A ticket that is actively being developed.

  
State
In Review
 A ticket that has had some code completed to implement but is waiting to pass peer review and is not yet merged in.

  
State
Paused
 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
v3.9.0
Projects
Clear projects
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No project
Assignees
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1 participant
Notifications
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Dependencies

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Reference
cleveragents/cleveragents-core#9045
No description provided.