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
No cyclomatic complexity analysis found in golangci-lint config
02
Dead Code Detection
No dead code detection tools (staticcheck, deadcode) configured
03
Duplicate Code Detection
No duplicate code detection (jscpd, PMD CPD) configured

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

start building

Ready to build the software of the future?

Start building

Arrow Right Icon