Factory.ai
All Reports

GoReleaser

Go

Strong Task Discovery

GoReleaser reaches Level 3 with 100% Task Discovery pass rate. Currently becoming autonomous-capable with 38/64 criteria passing (59%). Key areas for improvement include the opportunities listed below.

Strengths

01
Build System (85%)
Includes Agentic Development, Automated Pr Review, Build Cmd Doc.
02
Task Discovery (100%)
Includes Backlog Health, Issue Labeling System, Issue Templates.
03
Code Modularization
Go's internal/ package provides compiler-enforced module boundaries

Opportunities

01
Cyclomatic Complexity
Add complexity analysis to identify and refactor overly complex functions.
02
Feature Flag Infrastructure
Add feature flags to enable safer deployments and gradual rollouts.
03
Test Coverage Thresholds
Establish minimum test coverage thresholds to prevent regression and maintain code quality.

All Criteria

Style & Validation7/12 (58%)
✓code_modularizationGo's internal/ package provides compiler-enforced module boundaries
✗cyclomatic_complexityNo cyclomatic complexity analysis found in golangci-lint config
✗dead_code_detectionNo dead code detection tools (staticcheck, deadcode) configured
✗duplicate_code_detectionNo duplicate code detection (jscpd, PMD CPD) configured
✓formattergofumpt formatter enabled in golangci-lint and pre-commit hooks
✗large_file_detection.gitattributes exists but no LFS configuration or CI file size checks found
✓lint_configgolangci-lint configured in .golangci.yaml with multiple linters enabled
—n_plus_one_detectionCLI tool without database/ORM usage, not applicable
✓naming_consistencygolangci-lint has revive naming rules configured
✓pre_commit_hooksscripts/pre-commit.sh runs gofumpt and golangci-lint on commit
✓strict_typingGo is strictly typed by default, no dynamic typing
✗tech_debt_trackingNo TODO/FIXME scanner in CI or linter rules found
✓type_checkGo has built-in strict type checking by default
Build System11/13 (85%)
✓agentic_developmentFound dependabot[bot] co-authorship in git history
✓automated_pr_reviewGitHub Copilot and Dependabot provide automated code review comments
✓build_cmd_docCONTRIBUTING.md and README.md document build commands: 'go mod tidy' and 'go build'
✗build_performance_trackingNo build caching metrics or performance monitoring found
—dead_feature_flag_detectionNo feature flag infrastructure, prerequisite not met
✓deployment_frequencyMultiple releases per week - 30 releases in recent history, nightly builds configured
✓deps_pinnedgo.sum lockfile is committed
✓fast_ci_feedbackCI pipeline completes in approximately 5-6 minutes based on recent PRs
✗feature_flag_infrastructureNo feature flag system (LaunchDarkly, Statsig, etc.) configured
—heavy_dependency_detectionCLI tool not bundled for browsers, bundle size analysis not applicable
—monorepo_toolingSingle-application repository, not a monorepo
—progressive_rolloutCLI tool - progressive rollout not applicable
✓release_automation.github/workflows/release.yml automates releases on tag push
✓release_notes_automationGoReleaser itself generates automated release notes and changelogs
—rollback_automationCLI tool - rollback automation not applicable
✓single_command_setupCONTRIBUTING.md documents: 'go mod tidy' for dependencies, 'go build' for building
✓unused_dependencies_detection'go mod tidy' in CI ensures go.mod only contains used dependencies
✓vcs_cli_toolsGitHub CLI (gh) is installed and authenticated
—version_drift_detectionSingle-application repository, version drift detection not applicable
Testing5/8 (63%)
✗flaky_test_detectionNo flaky test detection or retry mechanisms configured
✓integration_tests_existDocker-based integration tests in .github/workflows/build.yml testing packages
✗test_coverage_thresholdsCodecov tracks coverage but no enforced minimum thresholds
✓test_isolationTests use t.Parallel() for parallel execution ensuring isolation
✓test_naming_conventionsGo's *_test.go naming convention enforced by language tooling
✗test_performance_trackingNo test performance tracking or timing metrics configured
✓unit_tests_existExtensive *_test.go files throughout codebase (150+ test files)
✓unit_tests_runnableTests runnable via 'task test' command in Taskfile.yml using 'go test'
Documentation3/6 (50%)
✗agents_mdNo AGENTS.md file found in repository root
—agents_md_validationNo AGENTS.md file exists, prerequisite not met
—api_schema_docsCLI tool without HTTP APIs, OpenAPI/Swagger not applicable
✓automated_doc_generationTaskfile.yml has docs:generate task that auto-generates documentation
✓documentation_freshnessCONTRIBUTING.md was modified within last 180 days
✓readmeComprehensive README.md with setup instructions, usage, and documentation links
✗service_flow_documentedNo architecture diagrams or service flow documentation found
✗skillsNo skills directories found (.factory/skills/, .skills/, .claude/skills/)
Dev Environment0/2 (0%)
—database_schemaNo database used by CLI tool
✗devcontainerNo .devcontainer/devcontainer.json found
—devcontainer_runnableNo devcontainer configuration exists
✗env_templateNo .env.example file or documented environment variables found
—local_services_setupCLI tool without external service dependencies, not applicable
Debugging & Observability3/9 (33%)
✗alerting_configuredNo PagerDuty, OpsGenie, or alerting system configured
—circuit_breakersCLI tool without external service dependencies requiring circuit breakers
✓code_quality_metricsCodeQL and Codecov provide code quality metrics in CI
✗deployment_observabilityNo deployment monitoring dashboards or observability links found
✗distributed_tracingNo OpenTelemetry or trace ID propagation found
✗error_tracking_contextualizedNo Sentry, Bugsnag, or Rollbar error tracking configured
—health_checksCLI tool without deployed services, HTTP health endpoints not applicable
✗metrics_collectionNo metrics instrumentation (Prometheus, Datadog, etc.) found
✗profiling_instrumentationNo profiling instrumentation (pprof, pyroscope) configured
✓runbooks_documentedINCIDENT_RESPONSE.md provides incident response procedures and runbook documentation
✓structured_loggingUses github.com/caarlos0/log structured logging library
Security5/8 (63%)
✓automated_security_reviewCodeQL SAST scanning runs in CI via .github/workflows/codeql.yml
—branch_protectionRequires GitHub admin API access to verify branch protection rules (skipped).
✓codeowners.github/CODEOWNERS file exists with team assignments
—dast_scanningCLI tool not deployed as web service, DAST not applicable
✓dependency_update_automationDependabot configured in .github/dependabot.yml for gomod, github-actions, docker, and pip
✓gitignore_comprehensive.gitignore properly excludes .vscode, .idea, dist, bin, coverage.txt, and build artifacts
✗log_scrubbingNo log scrubbing or redaction mechanisms configured
—pii_handlingCLI tool does not process personal/user data
—privacy_complianceCLI tool without end-user data collection, not applicable
—secret_scanningRequires GitHub admin API access to verify secret scanning configuration (skipped).
✓secrets_managementGitHub Actions workflows use secrets.* pattern for secure credential management
Task Discovery4/4 (100%)
✓backlog_healthIssues have descriptive titles and proper labeling - good backlog health
✓issue_labeling_systemConsistent labels including bug, enhancement, triage, good-first-issue, eco/* for different languages
✓issue_templates.github/ISSUE_TEMPLATE/ directory exists with bug and feature templates
✓pr_templates.github/PULL_REQUEST_TEMPLATE.md exists with sections for description and context
Product & Analytics0/2 (0%)
✗error_to_insight_pipelineNo error tracking integration with issue creation automation
✗product_analytics_instrumentationNo product analytics (Mixpanel, Amplitude, etc.) instrumentation found

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