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Pygentic-AI/TEST_COVERAGE_GAPS.md
Francis Secada 380ea7ef17 docs: add comprehensive test coverage gap analysis
Created TEST_COVERAGE_GAPS.md documenting areas needing test coverage.
Organized by priority with specific test suggestions for each gap.

High Priority Gaps:
- E2E test for complete analysis flow (form → celery → status → result → PDF)
- AI agent testing (SWOT generation, tool use, error handling)
- Input validation/sanitization (SQL injection, XSS, SSRF)
- PDF cache memory limits (no eviction policy currently)
- Dependency security scanning (4 high-severity vulnerabilities)

Medium Priority Gaps:
- Database operations (persistence, migrations, transactions)
- HTMX OOB swap DOM validation (verify correct structure)
- Load testing (concurrency, memory leaks, queue saturation)
- PDF security (size limits, timeouts, content sanitization)
- Deployment validation (Docker build, env vars, health checks)

Low Priority Gaps:
- Frontend Jinjax component testing
- Cross-browser compatibility
- Accessibility (WCAG 2.1 AA compliance)
- Logging and error tracking
- Test data fixtures

For each gap, document includes:
- Description of the gap
- Current coverage status
- Specific test suggestions
- Priority and effort estimates

Ready to convert to GitHub issues using provided template.

Current Coverage: ~15%
Target Coverage: 80%
Critical Path Target: 95%

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-02-04 15:19:41 -05:00

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# Test Coverage Gaps - StrategIQ
This document outlines areas that need additional test coverage. Each section should be converted to a GitHub issue for tracking.
## 🚨 High Priority - Critical Path
### Issue: E2E Test for Complete Analysis Flow
**Priority**: High
**Effort**: Medium
**Description**:
Need end-to-end test that covers the complete workflow:
1. User submits analysis form
2. Background Celery task processes analysis
3. Status updates via HTMX polling
4. Final SWOT results rendered
5. PDF download triggered
**Current Coverage**: Individual endpoints tested, but not full integration
**Gap**: No test covering Celery worker, real AI agent execution, complete flow
**Suggested Tests**:
- `test_complete_analysis_workflow_e2e()` - Mock AI agent, verify full flow
- `test_analysis_with_real_celery_worker()` - Integration with Celery
- `test_multiple_concurrent_analyses()` - Session isolation
---
### Issue: AI Agent Testing
**Priority**: High
**Effort**: Large
**Description**:
AI agent (Claude/GPT) has no test coverage. Need tests for:
- SWOT analysis generation
- Tool use (Reddit intelligence)
- Fallback behavior when APIs fail
- Rate limiting handling
- Output validation
**Current Coverage**: None
**Gap**: Core business logic untested
**Suggested Tests**:
- `test_swot_agent_generates_valid_analysis()` - Mock API responses
- `test_swot_agent_tool_use()` - Verify Reddit tool integration
- `test_swot_agent_handles_api_errors()` - Error handling
- `test_swot_agent_validates_output()` - Pydantic validation
- `test_swot_agent_retries()` - Retry logic on failures
---
### Issue: HTMX OOB Swap DOM Validation
**Priority**: Medium
**Effort**: Medium
**Description**:
Current tests verify HTML content but don't validate DOM structure for OOB swaps.
**Current Coverage**: Response HTML contains expected strings
**Gap**: No validation that OOB swaps produce correct DOM structure
**Suggested Tests**:
- `test_status_oob_swap_creates_correct_dom()` - Parse HTML, verify structure
- `test_status_timeline_container_has_correct_id()` - Regression test for #status-timeline
- `test_multiple_oob_swaps_append_correctly()` - Sequential swaps
**Tools**: Use BeautifulSoup or lxml to parse HTML and validate structure
---
## 🔒 Security Testing
### Issue: Input Validation and Sanitization
**Priority**: High
**Effort**: Small
**Description**:
Need tests for malicious input handling.
**Gaps**:
- SQL injection attempts (parameterized queries should prevent)
- XSS in entity names
- SSRF via URL inputs
- Path traversal in file operations
- Secrets leakage in logs/errors
**Suggested Tests**:
- `test_sql_injection_prevention()` - Try SQL injection payloads
- `test_xss_prevention_in_templates()` - Verify template escaping
- `test_ssrf_protection()` - Block internal IPs, localhost
- `test_no_secrets_in_logs()` - Verify API keys not logged
- `test_rate_limiting()` - Prevent abuse
---
### Issue: PDF Security Testing
**Priority**: Medium
**Effort**: Small
**Description**:
PDF generation could have security implications.
**Gaps**:
- PDF bomb (extremely large file generation)
- Memory exhaustion via large SWOT lists
- Malicious input in PDF content
- Cache poisoning
**Suggested Tests**:
- `test_pdf_size_limits()` - Reject oversized content
- `test_pdf_generation_timeout()` - Prevent hanging
- `test_pdf_cache_isolation()` - Prevent session leakage
- `test_pdf_content_sanitization()` - No script injection
---
## ⚡ Performance Testing
### Issue: Load Testing
**Priority**: Medium
**Effort**: Large
**Description**:
No performance tests exist.
**Gaps**:
- Concurrent requests handling
- Database connection pooling
- Cache effectiveness
- Memory leaks
- Celery queue saturation
**Suggested Tests**:
- `test_concurrent_analysis_requests()` - Locust or pytest-benchmark
- `test_database_connection_limits()` - Connection pool testing
- `test_cache_hit_ratio()` - Verify caching effectiveness
- `test_memory_usage_stable()` - Check for leaks
- `test_celery_worker_capacity()` - Queue performance
---
### Issue: PDF Cache Performance
**Priority**: Medium
**Effort**: Small
**Description**:
PDF cache has no memory limits or eviction policy.
**Current Coverage**: Basic cache operations tested
**Gap**: No tests for cache limits, eviction, memory pressure
**Suggested Tests**:
- `test_pdf_cache_max_size_limit()` - Enforce max cache size
- `test_pdf_cache_eviction_policy()` - LRU or FIFO
- `test_pdf_cache_memory_usage()` - Monitor memory consumption
- `test_pdf_cache_cleanup_effectiveness()` - Verify old entries removed
---
## 🗄️ Database Testing
### Issue: Database Operations
**Priority**: Medium
**Effort**: Medium
**Description**:
No tests for database operations.
**Gaps**:
- SWOT analysis persistence
- Database migrations
- Query performance
- Transaction handling
- Concurrent writes
**Suggested Tests**:
- `test_save_swot_analysis_to_db()` - Persist results
- `test_retrieve_swot_analysis_from_db()` - Load by ID
- `test_database_transaction_rollback()` - Error handling
- `test_concurrent_database_writes()` - Race conditions
- `test_database_migration_reversibility()` - Up/down migrations
---
## 🎨 Frontend Testing
### Issue: Jinjax Component Testing
**Priority**: Low
**Effort**: Small
**Description**:
Jinjax components have no direct tests.
**Gaps**:
- StatusItem component rendering
- StatusTimeline component rendering
- Component parameter validation
- Template syntax errors
**Suggested Tests**:
- `test_status_item_component_renders()` - Direct component test
- `test_status_timeline_component_renders()` - Container test
- `test_component_with_invalid_params()` - Error handling
- `test_all_referenced_templates_exist()` - Regression prevention
---
### Issue: Accessibility Testing
**Priority**: Medium
**Effort**: Medium
**Description**:
No accessibility tests exist.
**Gaps**:
- WCAG 2.1 AA compliance
- Keyboard navigation
- Screen reader compatibility
- ARIA label correctness
- Color contrast validation
**Suggested Tests**:
- `test_wcag_aa_compliance()` - Use axe-core or pa11y
- `test_keyboard_navigation()` - Tab order, focus management
- `test_aria_labels_present()` - Verify ARIA attributes
- `test_color_contrast_ratios()` - Automated contrast checking
---
## 📱 Browser Testing
### Issue: Cross-Browser Compatibility
**Priority**: Low
**Effort**: Large
**Description**:
No browser-specific testing.
**Gaps**:
- HTMX behavior in different browsers
- Alpine.js compatibility
- CSS rendering differences
- JavaScript API availability
**Suggested Tests**:
- Use Playwright or Selenium for multi-browser testing
- Test in Chrome, Firefox, Safari, Edge
- Mobile browser testing (iOS Safari, Chrome Mobile)
- Verify HTMX polling works cross-browser
---
## 🔄 CI/CD Testing
### Issue: Deployment Validation
**Priority**: Medium
**Effort**: Medium
**Description**:
No tests for deployment process.
**Gaps**:
- Docker build validation
- Environment variable checking
- Service health checks
- Migration automation
- Zero-downtime deployment
**Suggested Tests**:
- `test_docker_build_succeeds()` - Build image in CI
- `test_all_env_vars_present()` - Validate .env.example complete
- `test_health_endpoint_responds()` - /health check
- `test_migrations_run_successfully()` - Auto-migration
- `test_service_restart_no_downtime()` - Graceful restart
---
## 📊 Monitoring & Observability
### Issue: Logging and Error Tracking
**Priority**: Low
**Effort**: Small
**Description**:
No tests for logging behavior.
**Gaps**:
- Log level configuration
- Structured logging format
- Error tracking integration
- Log sanitization (no secrets)
- Performance metrics
**Suggested Tests**:
- `test_logs_at_correct_level()` - Verify log levels
- `test_logs_are_structured()` - JSON format
- `test_no_secrets_in_logs()` - API key filtering
- `test_error_tracking_captures_exceptions()` - Sentry integration
- `test_performance_metrics_collected()` - Timing data
---
## 📦 Dependency Testing
### Issue: Dependency Security and Updates
**Priority**: High
**Effort**: Small
**Description**:
Need automated dependency checks.
**Current**: Dependabot shows 4 high-severity vulnerabilities
**Gap**: No automated testing for vulnerabilities
**Suggested Tests**:
- Add `safety` to CI: `safety check`
- Add `pip-audit` for vulnerability scanning
- Test with latest dependency versions in CI
- Verify all dependencies in requirements match uv.lock
---
## 🧪 Test Infrastructure Improvements
### Issue: Test Data Fixtures
**Priority**: Low
**Effort**: Medium
**Description**:
Need more comprehensive test fixtures.
**Gaps**:
- Larger variety of SWOT analysis examples
- Edge cases (empty lists, very long text, special characters)
- Real-world Reddit data samples
- Multiple entity comparison scenarios
**Suggested Tests**:
- Create `tests/fixtures/swot_examples.json` with varied data
- Add edge case fixtures (max length, empty, unicode, etc.)
- Mock Reddit API responses with real data structure
---
## Summary of Priorities
### Immediate (Create GH Issues Now):
1. ✅ E2E Test for Complete Analysis Flow
2. ✅ AI Agent Testing
3. ✅ Input Validation and Sanitization
4. ✅ PDF Cache Memory Limits
5. ✅ Dependency Security Scanning
### Short Term (Next Sprint):
6. Database Operations Testing
7. HTMX OOB Swap DOM Validation
8. Load Testing
9. Deployment Validation
### Long Term (Backlog):
10. Cross-Browser Compatibility
11. Accessibility Testing
12. Frontend Component Testing
13. Monitoring & Observability
14. Test Data Fixtures
---
## How to Convert to GitHub Issues
For each section above, create a GitHub issue with:
**Title**: [Test Coverage] {Issue Title}
**Labels**: `testing`, `enhancement`, priority label (`high`, `medium`, `low`)
**Assignee**: TBD
**Milestone**: TBD
**Template**:
```markdown
## Description
{Description from above}
## Current Coverage
{Current Coverage from above}
## Coverage Gap
{Gap from above}
## Proposed Tests
{Suggested Tests from above}
## Acceptance Criteria
- [ ] Tests implemented
- [ ] Tests pass in CI
- [ ] Coverage increased by X%
- [ ] Documentation updated
```
---
## Test Coverage Metrics
**Current Estimated Coverage**: ~15%
- ✅ PDF generation core logic
- ✅ Basic endpoint routing
- ❌ AI agents
- ❌ Celery workers
- ❌ Database operations
- ❌ Frontend components
- ❌ Security validation
**Target Coverage**: 80%
**Critical Path Coverage Target**: 95%
Run coverage report:
```bash
pytest --cov=src --cov-report=html
# Open htmlcov/index.html
```