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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