Factory.ai

Strong Style & Validation

Serde reaches Level 2 with 64% Style & Validation pass rate. Currently building team readiness with 19/65 criteria passing (29%). Key areas for improvement include the opportunities listed below.

Strengths

01
Cyclomatic Complexity
Clippy includes cognitive complexity lints enabled with -Dclippy::all
02
Dead Code Detection
Clippy detects dead code with dead_code lint (part of default lint set)
03
Formatter
rustfmt is standard in Rust ecosystem and implicitly used (no config needed for defaults)

Opportunities

01
Duplicate Code Detection
No jscpd, PMD, SonarQube, or other duplication detection tools configured
02
Large File Detection
No git hooks, CI checks for file size, or .gitattributes with LFS found
03
Pre Commit Hooks
No .pre-commit-config.yaml or .husky directory found

All Criteria

Style & Validation7/11 (64%)
—code_modularizationRust compiler enforces module visibility and boundaries natively; skipped per criteria guidance
✓cyclomatic_complexityClippy includes cognitive complexity lints enabled with -Dclippy::all
✓dead_code_detectionClippy detects dead code with dead_code lint (part of default lint set)
✗duplicate_code_detectionNo jscpd, PMD, SonarQube, or other duplication detection tools configured
✓formatterrustfmt is standard in Rust ecosystem and implicitly used (no config needed for defaults)
✗large_file_detectionNo git hooks, CI checks for file size, or .gitattributes with LFS found
✓lint_configClippy is configured and enforced in CI workflow (ci.yml) with strict pedantic lints
—n_plus_one_detectionLibrary without database/ORM usage; N+1 detection not applicable
✓naming_consistencyClippy enforces Rust naming conventions (snake_case, CamelCase)
✗pre_commit_hooksNo .pre-commit-config.yaml or .husky directory found
✓strict_typingRust is strictly typed by default with compiler enforcement
✗tech_debt_trackingNo TODO/FIXME scanner in CI or linter enforcement for tech debt tracking
✓type_checkRust compiler provides strict type checking by default
Build System5/15 (33%)
✗agentic_developmentGit log shows no agent co-authorship (no factory-droid[bot] or similar in recent commits)
✗automated_pr_reviewNo evidence of automated review generation tools (danger.js, droid exec reviews, or bots)
✓build_cmd_docCONTRIBUTING.md documents cargo test commands for running tests
✗build_performance_trackingNo build caching configuration or build metrics tracking detected
—dead_feature_flag_detectionNo feature flag infrastructure (prerequisite fails); skipped
✓deployment_frequencyMultiple releases per week (v1.0.228 on Sep 27, v1.0.227 on Sep 25, etc.)
✗deps_pinnedCargo.lock is in .gitignore, not committed (standard for libraries but fails criteria)
✓fast_ci_feedbackCI completes in ~5 minutes on recent PRs (under 10 minute threshold)
✗feature_flag_infrastructureNo LaunchDarkly, Statsig, or similar feature flag platform configured
—heavy_dependency_detectionNot a bundled application (library); bundle size analysis not applicable
✓monorepo_toolingCargo workspace configured with 5 members (serde, serde_core, serde_derive, etc.)
—progressive_rolloutLibrary repository without deployment infrastructure; progressive rollout not applicable
✗release_automationNo CD pipeline for auto-publishing to crates.io; releases appear manual
✗release_notes_automationNo semantic-release, standard-version, changesets, or automation tools configured
—rollback_automationLibrary repository without deployment infrastructure; rollback automation not applicable
✗single_command_setupNo single command documented for setup; CONTRIBUTING.md shows test commands but not full setup
✗unused_dependencies_detectioncargo-outdated checks for outdated deps, not unused deps; no cargo-udeps or similar found
✓vcs_cli_toolsgh CLI is installed and authenticated (verified with gh auth status)
✗version_drift_detectionNo explicit version drift detection tooling; Cargo workspace alone doesn't enforce consistency
Testing4/8 (50%)
✗flaky_test_detectionNo test retry configuration or flaky test tracking tools found
✓integration_tests_existtest_suite/tests directory contains integration tests including compiletest
✗test_coverage_thresholdsNo coverage threshold enforcement in CI (no tarpaulin, codecov, or coverage gates)
✗test_isolationNo explicit parallel test execution or isolation configuration found
✓test_naming_conventionsTests follow Rust conventions (test_*.rs in tests/ directory, #[test] attribute)
✗test_performance_trackingNo test timing output configured or test analytics platform integration
✓unit_tests_existExtensive test suite in test_suite directory with unit and integration tests
✓unit_tests_runnableTests are runnable via cargo test (documented in CONTRIBUTING.md and CI workflow)
Documentation2/6 (33%)
✗agents_mdNo AGENTS.md file at repository root
—agents_md_validationAGENTS.md does not exist (prerequisite fails); skipped
—api_schema_docsLibrary without HTTP API; OpenAPI/GraphQL schemas not applicable (uses docs.rs)
✗automated_doc_generationNo automated doc generation tools configured (CI builds docs but no generation automation)
✓documentation_freshnessCONTRIBUTING.md was modified in last 180 days
✓readmeREADME.md exists with overview, examples, and links to documentation
✗service_flow_documentedNo architecture diagrams (*.mermaid, *.puml) or service dependency documentation
✗skillsNo skills directories found (.factory/skills/, .skills/, or .claude/skills/)
Dev Environment0/2 (0%)
—database_schemaLibrary without database usage; schema files not applicable
✗devcontainerNo .devcontainer/devcontainer.json configuration found
—devcontainer_runnableNo devcontainer configuration exists; skipped
✗env_templateNo .env.example file or environment variables documented in README/AGENTS.md
—local_services_setupLibrary without external service dependencies; docker-compose not needed
Debugging & Observability0/9 (0%)
✗alerting_configuredNo PagerDuty, OpsGenie, or alerting rules configured
—circuit_breakersLibrary without external service calls; circuit breakers not applicable
—code_quality_metricsRequires GitHub admin API access to verify code quality metrics (skipped).
✗deployment_observabilityNo monitoring dashboard links or deploy notification integrations documented
✗distributed_tracingNo trace ID or OpenTelemetry instrumentation found
✗error_tracking_contextualizedNo Sentry, Bugsnag, or Rollbar configuration found
—health_checksLibrary not deployed as a service; health checks not applicable
✗metrics_collectionNo metrics/telemetry instrumentation (no Datadog, Prometheus, etc.)
✗profiling_instrumentationNo APM tools or continuous profiling configured
✗runbooks_documentedNo runbooks directory or links to external runbooks in docs
✗structured_loggingNo logging library in dependencies (no winston, pino, structlog, loguru)
Security0/8 (0%)
—automated_security_reviewRequires GitHub admin API access to verify automated security review (skipped).
—branch_protectionRequires GitHub admin API access to verify branch protection rules (skipped).
✗codeownersNo CODEOWNERS file in root or .github/ directory
—dast_scanningLibrary not deployed as web service; DAST scanning not applicable
✗dependency_update_automationNo Dependabot or Renovate configuration files found
✗gitignore_comprehensiveMinimal .gitignore (/target/, /Cargo.lock); missing .env*, .DS_Store, IDE configs
✗log_scrubbingNo log sanitization mechanisms configured or documented
—pii_handlingLibrary doesn't process personal/user data; PII handling not applicable
—privacy_complianceLibrary without end-user data collection; privacy compliance not applicable
—secret_scanningRequires GitHub admin API access to verify secret scanning configuration (skipped).
✗secrets_managementNo secrets manager integration or encrypted secrets configuration
Task Discovery1/4 (25%)
✗backlog_healthIssues have no labels; unable to assess backlog health without labeling system
✗issue_labeling_systemAll 50 sampled open issues have no labels (empty labels array)
✓issue_templates.github/ISSUE_TEMPLATE/ exists with structured templates (problem, suggestion, etc.)
✗pr_templatesNo pull_request_template.md in .github/ directory
Product & Analytics0/2 (0%)
✗error_to_insight_pipelineNo Sentry-GitHub integration or error-to-issue automation configured
✗product_analytics_instrumentationNo product analytics (Mixpanel, Amplitude, PostHog, etc.) found

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