Test Coverage Enforcement Golang CI: Coverage Gate, Spec-Based Testing, AI Gap Analysis

 1COVERAGE ANGKA (yang umum):
 2  go test -coverprofile=cov.out ./...
 3  Coverage: 82%  ← angka yang menipu
 4
 5  Apa yang tidak terlihat:
 6  - Happy path: 95% covered
 7  - Error paths: 30% covered  ← kebanyakan bug di sini
 8  - Edge cases: 10% covered
 9  - Spec acceptance criteria: 60% covered
10
11  Developer cukup test happy path → angka 80%+ tapi bug banyak
12
13COVERAGE BERMAKNA:
14  Setiap Acceptance Criteria dari spec = minimal 1 test
15  Error paths = mandatory test
16  Edge cases yang di-spec = mandatory test
17
18  Cara check: specify audit verifikasi coverage per AC
19
20  Developer WAJIB test semua AC → coverage yang meaningful

 1# .github/workflows/coverage.yml — bagian dari full pipeline
 2
 3- name: Run tests with coverage
 4  run: |
 5    go test -race -coverprofile=coverage.out -covermode=atomic ./...
 6
 7- name: Generate coverage report
 8  run: |
 9    go tool cover -func=coverage.out > coverage-func.txt
10    go tool cover -html=coverage.out -o coverage.html
11
12- name: Extract coverage by layer
13  id: coverage
14  run: |
15    # Overall coverage
16    OVERALL=$(go tool cover -func=coverage.out | \
17      grep "^total" | awk '{print $3}' | tr -d '%')
18
19    # Coverage per layer (lebih meaningful)
20    USECASE=$(go tool cover -func=coverage.out | \
21      grep "internal/usecase" | \
22      awk '{sum+=$3; n++} END {if(n>0) printf "%.1f", sum/n; else print "0"}' | \
23      tr -d '%')
24
25    DOMAIN=$(go tool cover -func=coverage.out | \
26      grep "internal/domain" | \
27      awk '{sum+=$3; n++} END {if(n>0) printf "%.1f", sum/n; else print "0"}')
28
29    HANDLER=$(go tool cover -func=coverage.out | \
30      grep "delivery/http" | \
31      awk '{sum+=$3; n++} END {if(n>0) printf "%.1f", sum/n; else print "0"}')
32
33    echo "overall=$OVERALL" >> $GITHUB_OUTPUT
34    echo "usecase=$USECASE" >> $GITHUB_OUTPUT
35    echo "domain=$DOMAIN" >> $GITHUB_OUTPUT
36    echo "handler=$HANDLER" >> $GITHUB_OUTPUT
37
38    echo "Coverage: Overall=$OVERALL%, Usecase=$USECASE%, Domain=$DOMAIN%, Handler=$HANDLER%"
39
40- name: Enforce coverage thresholds per layer
41  run: |
42    USECASE=${{ steps.coverage.outputs.usecase }}
43    DOMAIN=${{ steps.coverage.outputs.domain }}
44    HANDLER=${{ steps.coverage.outputs.handler }}
45
46    FAIL=false
47
48    # Usecase: threshold 80% (most critical)
49    if awk "BEGIN {exit ($USECASE >= 80) ? 0 : 1}"; then
50      echo "✅ Usecase coverage: $USECASE%"
51    else
52      echo "::error::Usecase coverage $USECASE% < 80% threshold"
53      FAIL=true
54    fi
55
56    # Domain: threshold 90% (pure business logic)
57    if awk "BEGIN {exit ($DOMAIN >= 90) ? 0 : 1}"; then
58      echo "✅ Domain coverage: $DOMAIN%"
59    else
60      echo "::error::Domain coverage $DOMAIN% < 90% threshold"
61      FAIL=true
62    fi
63
64    # Handler: threshold 70% (harder to test)
65    if awk "BEGIN {exit ($HANDLER >= 70) ? 0 : 1}"; then
66      echo "✅ Handler coverage: $HANDLER%"
67    else
68      echo "::warning::Handler coverage $HANDLER% below 70% target"
69      # Warning only, tidak fail
70    fi
71
72    [ "$FAIL" == "true" ] && exit 1 || exit 0

 1Layer-specific thresholds yang realistic untuk production Go service:
 2
 3DOMAIN LAYER (internal/domain/):
 4  Target: 95%+
 5  Reason: Pure business logic, mudah di-test, zero dependency
 6  Contoh yang wajib test:
 7    Order.CanBeCancelled()
 8    Order.ValidateCancellation()
 9    money.IDR.Add(), Subtract(), Compare()
10
11USECASE LAYER (internal/usecase/):
12  Target: 85%+
13  Reason: Core business logic, mudah di-test dengan mock
14  Yang wajib di-test:
15    ✅ Happy path (AC1 dari setiap feature)
16    ✅ Not-found scenario (repo return nil, nil)
17    ✅ Business rule violations (AC2, AC3)
18    ✅ Infrastructure errors (DB error, Kafka error)
19    ⚠️ Concurrent scenarios (jika ada)
20
21REPOSITORY LAYER (internal/repository/):
22  Target: 60%+ (integration tests)
23  Reason: Butuh real DB/Redis, sulit di-unit test
24  Approach: integration tests dengan Docker
25  Yang wajib di-test:
26    ✅ Happy path CRUD
27    ✅ Not-found behavior (return nil, nil?)
28    ✅ Transaction atomicity
29    ⚠️ Concurrent write (jika critical)
30
31HANDLER LAYER (delivery/http/handler/):
32  Target: 70%+
33  Reason: Request parsing, response formatting
34  Yang wajib di-test:
35    ✅ Valid request → success response
36    ✅ Invalid request → 400 dengan error code
37    ✅ Business error → mapped HTTP code
38    ✅ Auth required endpoint tanpa token → 401

 1#!/bin/bash
 2# scripts/coverage-gap-analysis.sh
 3# AI analisis gap antara coverage dan spec requirements
 4
 5set -euo pipefail
 6
 7FEATURE="${1}"
 8SPEC_FILE=".specify/features/${FEATURE}/spec.md"
 9USECASE_FILE="internal/usecase/${FEATURE}/$(ls internal/usecase/${FEATURE}/*.go 2>/dev/null | head -1)"
10TEST_FILE="internal/usecase/${FEATURE}/$(ls internal/usecase/${FEATURE}/*_test.go 2>/dev/null | head -1)"
11
12if [ ! -f "$SPEC_FILE" ]; then
13  echo "No spec found for feature: $FEATURE"
14  exit 0
15fi
16
17# Load files
18SPEC=$(cat "$SPEC_FILE")
19IMPL=$(cat "$USECASE_FILE" 2>/dev/null || echo "No implementation found")
20TESTS=$(cat "$TEST_FILE" 2>/dev/null || echo "No tests found")
21
22# Get coverage data untuk file ini
23COVERAGE_DATA=$(go test -coverprofile=/tmp/cov.out ./internal/usecase/${FEATURE}/... 2>/dev/null
24  go tool cover -func=/tmp/cov.out | grep "$FEATURE" || echo "")
25
26PROMPT="Analyze test coverage gap for a Go feature.
27
28SPEC (Acceptance Criteria):
29$SPEC
30
31IMPLEMENTATION:
32$IMPL
33
34EXISTING TESTS:
35$TESTS
36
37COVERAGE DATA:
38$COVERAGE_DATA
39
40For each Acceptance Criteria (AC), determine:
411. Is there a test that covers this AC? (YES/NO/PARTIAL)
422. If NO or PARTIAL: what test is missing?
43
44Also identify:
45- Error paths that are NOT tested (return err cases from dependencies)
46- Edge cases mentioned in spec but not tested
47- Happy path scenarios
48
49Output format:
50AC_COVERAGE:
51  AC1: COVERED | PARTIAL | MISSING
52  [note if PARTIAL or MISSING]
53
54MISSING_TESTS:
55  - [test name]: [what it should test]
56
57PRIORITY: [HIGH|MEDIUM|LOW based on risk]
58COVERAGE_SCORE: [0-100]"
59
60./scripts/claude-call.sh "$PROMPT" 800

 1# .github/workflows/coverage-gap.yml
 2
 3- name: Run coverage analysis
 4  run: |
 5    go test -race -coverprofile=coverage.out ./...
 6    go tool cover -func=coverage.out > coverage-func.txt
 7
 8- name: AI Coverage Gap Analysis
 9  id: gap_analysis
10  if: github.event_name == 'pull_request'
11  env:
12    ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
13  run: |
14    # Find features yang berubah di PR ini
15    CHANGED_FEATURES=$(git diff origin/${{ github.base_ref }}...HEAD \
16      --name-only -- 'internal/usecase/**' \
17      | sed 's|internal/usecase/||' \
18      | cut -d'/' -f1 \
19      | sort -u)
20
21    GAP_REPORT=""
22    for feature in $CHANGED_FEATURES; do
23      if [ -d "internal/usecase/$feature" ]; then
24        ANALYSIS=$(./scripts/coverage-gap-analysis.sh "$feature" 2>/dev/null || echo "Analysis failed")
25        GAP_REPORT="$GAP_REPORT\n\n### Feature: $feature\n$ANALYSIS"
26      fi
27    done
28
29    echo "gap_report<<EOF" >> $GITHUB_OUTPUT
30    echo -e "$GAP_REPORT" >> $GITHUB_OUTPUT
31    echo "EOF" >> $GITHUB_OUTPUT
32
33- name: Post coverage report
34  if: github.event_name == 'pull_request'
35  uses: actions/github-script@v7
36  with:
37    script: |
38      const overall = '${{ steps.coverage.outputs.overall }}';
39      const usecase = '${{ steps.coverage.outputs.usecase }}';
40      const domain = '${{ steps.coverage.outputs.domain }}';
41      const gapReport = `${{ steps.gap_analysis.outputs.gap_report }}`;
42
43      const emoji = (val, threshold) =>
44        parseFloat(val) >= threshold ? '🟢' : '🟡';
45
46      const body = [
47        `## 📊 Test Coverage Report`,
48        ``,
49        `| Layer | Coverage | Target | Status |`,
50        `|-------|----------|--------|--------|`,
51        `| Overall | ${overall}% | 75% | ${emoji(overall, 75)} |`,
52        `| Usecase | ${usecase}% | 85% | ${emoji(usecase, 85)} |`,
53        `| Domain | ${domain}% | 90% | ${emoji(domain, 90)} |`,
54        ``,
55        `## 🔍 Coverage Gap Analysis`,
56        ``,
57        gapReport || '*No gap analysis available*',
58      ].join('\n');
59
60      // Find or create comment
61      const { data: comments } = await github.rest.issues.listComments({
62        owner: context.repo.owner,
63        repo: context.repo.repo,
64        issue_number: context.issue.number
65      });
66
67      const existing = comments.find(c => c.body.includes('📊 Test Coverage Report'));
68
69      if (existing) {
70        await github.rest.issues.updateComment({
71          owner: context.repo.owner,
72          repo: context.repo.repo,
73          comment_id: existing.id,
74          body
75        });
76      } else {
77        await github.rest.issues.createComment({
78          owner: context.repo.owner,
79          repo: context.repo.repo,
80          issue_number: context.issue.number,
81          body
82        });
83      }

 1// cmd/coverage-report/main.go
 2// Generate coverage report yang developer bisa act on
 3
 4package main
 5
 6import (
 7    "bufio"
 8    "fmt"
 9    "os"
10    "sort"
11    "strconv"
12    "strings"
13)
14
15type FuncCoverage struct {
16    File     string
17    Function string
18    Coverage float64
19}
20
21func main() {
22    // Parse coverage.out file
23    f, _ := os.Open("coverage.out")
24    defer f.Close()
25
26    // Baca dan parse coverage data
27    var lowCoverage []FuncCoverage
28    scanner := bufio.NewScanner(f)
29
30    for scanner.Scan() {
31        line := scanner.Text()
32        parts := strings.Fields(line)
33        if len(parts) < 3 || parts[0] == "mode:" {
34            continue
35        }
36
37        // Parse: file:line.col,line.col numstmt count
38        // Simplified parsing
39        coverage := 0.0
40        if pct, err := strconv.ParseFloat(strings.TrimSuffix(parts[2], "%"), 64); err == nil {
41            coverage = pct
42        }
43
44        if coverage < 60 {
45            lowCoverage = append(lowCoverage, FuncCoverage{
46                File:     parts[0],
47                Coverage: coverage,
48            })
49        }
50    }
51
52    // Sort by coverage ascending (worst first)
53    sort.Slice(lowCoverage, func(i, j int) bool {
54        return lowCoverage[i].Coverage < lowCoverage[j].Coverage
55    })
56
57    fmt.Println("=== Functions with LOW Coverage (< 60%) ===")
58    fmt.Println("Priority: fix these first")
59    fmt.Println()
60
61    for i, fc := range lowCoverage {
62        if i >= 20 {
63            fmt.Printf("... and %d more\n", len(lowCoverage)-20)
64            break
65        }
66        fmt.Printf("%.1f%%  %s\n", fc.Coverage, fc.File)
67    }
68}

 1#!/bin/bash
 2# scripts/spec-to-test-mapping.sh
 3# Validate bahwa setiap AC punya minimal 1 test
 4
 5SPEC_FILE="${1}"
 6TEST_FILE="${2}"
 7
 8# Extract AC IDs dari spec
 9ACS=$(grep -oP 'AC\d+' "$SPEC_FILE" | sort -u)
10
11echo "Checking test coverage for each AC..."
12echo ""
13
14MISSING=()
15for ac in $ACS; do
16  # Cari test yang mention AC ini
17  # Convention: test function name atau comment harus mention AC ID
18  if grep -q "$ac" "$TEST_FILE" 2>/dev/null; then
19    echo "✅ $ac: covered"
20  else
21    echo "❌ $ac: NO TEST FOUND"
22    MISSING+=("$ac")
23  fi
24done
25
26echo ""
27if [ "${#MISSING[@]}" -gt 0 ]; then
28  echo "Missing tests for: ${MISSING[*]}"
29  echo ""
30  echo "Convention: test function must reference AC in name or comment"
31  echo "Example:"
32  echo "  // AC2: Order bukan PENDING → 409"
33  echo "  func (s *CancelOrderSuite) TestExecute_NonPendingOrder_ReturnNotCancellable() {"
34  exit 1
35fi
36
37echo "All ACs have test coverage ✅"

 1// Contoh test yang properly reference AC:
 2
 3type CancelOrderSuite struct {
 4    suite.Suite
 5    ctrl     *gomock.Controller
 6    mockRepo *mock.MockOrderRepository
 7    uc       *CancelOrderUseCase
 8}
 9
10// AC1: Order PENDING + < 30 menit → cancel berhasil
11func (s *CancelOrderSuite) TestExecute_PendingOrderWithinWindow_ReturnNil() {
12    order := &domain.Order{
13        ID:        uuid.New(),
14        Status:    domain.StatusPending,
15        CreatedAt: time.Now().Add(-10 * time.Minute),
16    }
17    s.mockRepo.EXPECT().GetByIDAndUserID(gomock.Any(), gomock.Any(), gomock.Any()).
18        Return(order, nil)
19    s.mockRepo.EXPECT().CancelWithStockRestore(gomock.Any(), order.ID).
20        Return(nil)
21
22    err := s.uc.Execute(context.Background(), CancelOrderInput{
23        OrderID: order.ID,
24        UserID:  uuid.New(),
25    })
26
27    s.NoError(err)
28}
29
30// AC2: Order bukan PENDING → ErrOrderNotCancellable
31func (s *CancelOrderSuite) TestExecute_NonPendingOrder_ReturnNotCancellable() {
32    order := &domain.Order{
33        ID:     uuid.New(),
34        Status: domain.StatusConfirmed, // NOT pending
35    }
36    s.mockRepo.EXPECT().GetByIDAndUserID(gomock.Any(), gomock.Any(), gomock.Any()).
37        Return(order, nil)
38
39    err := s.uc.Execute(context.Background(), CancelOrderInput{
40        OrderID: order.ID,
41        UserID:  uuid.New(),
42    })
43
44    var target *domain.OrderNotCancellableError
45    s.ErrorAs(err, &target)
46}
47
48// AC3: Cancel window lewat → ErrCancelWindowExpired
49func (s *CancelOrderSuite) TestExecute_ExpiredCancelWindow_ReturnWindowExpired() {
50    order := &domain.Order{
51        ID:        uuid.New(),
52        Status:    domain.StatusPending,
53        CreatedAt: time.Now().Add(-31 * time.Minute), // > 30 minutes
54    }
55    s.mockRepo.EXPECT().GetByIDAndUserID(gomock.Any(), gomock.Any(), gomock.Any()).
56        Return(order, nil)
57
58    err := s.uc.Execute(context.Background(), CancelOrderInput{
59        OrderID: order.ID,
60        UserID:  uuid.New(),
61    })
62
63    s.ErrorIs(err, domain.ErrCancelWindowExpired)
64}
65
66// AC4: Order tidak ada / bukan milik user → ErrOrderNotFound
67func (s *CancelOrderSuite) TestExecute_OrderNotFound_ReturnNotFound() {
68    s.mockRepo.EXPECT().GetByIDAndUserID(gomock.Any(), gomock.Any(), gomock.Any()).
69        Return(nil, nil) // nil, nil = not found
70
71    err := s.uc.Execute(context.Background(), CancelOrderInput{
72        OrderID: uuid.New(),
73        UserID:  uuid.New(),
74    })
75
76    s.ErrorIs(err, domain.ErrOrderNotFound)
77}
78
79// ERROR PATH: Repository error
80func (s *CancelOrderSuite) TestExecute_RepositoryError_ReturnWrappedError() {
81    dbErr := errors.New("connection refused")
82    s.mockRepo.EXPECT().GetByIDAndUserID(gomock.Any(), gomock.Any(), gomock.Any()).
83        Return(nil, dbErr)
84
85    err := s.uc.Execute(context.Background(), CancelOrderInput{})
86
87    s.Error(err)
88    s.ErrorIs(err, dbErr) // wrapped, tapi original error masih traceable
89}

 1# Track coverage trend overtime di CI
 2
 3- name: Save coverage to artifact
 4  run: |
 5    cat > /tmp/coverage-data.json << EOF
 6    {
 7      "date": "$(date -u +%Y-%m-%d)",
 8      "sha": "${{ github.sha }}",
 9      "branch": "${{ github.ref_name }}",
10      "overall": ${{ steps.coverage.outputs.overall }},
11      "usecase": ${{ steps.coverage.outputs.usecase }},
12      "domain": ${{ steps.coverage.outputs.domain }},
13      "handler": ${{ steps.coverage.outputs.handler }}
14    }
15    EOF
16
17- uses: actions/upload-artifact@v4
18  with:
19    name: coverage-${{ github.sha }}
20    path: /tmp/coverage-data.json
21    retention-days: 90
22
23# Scheduled job untuk aggregate dan report trend:
24# Setiap Jumat: download semua coverage artifacts dari sprint
25# Plot trending: apakah coverage naik atau turun?

 1# Auto-generate coverage badge di README
 2
 3- name: Update coverage badge
 4  if: github.ref == 'refs/heads/main'
 5  run: |
 6    COVERAGE=${{ steps.coverage.outputs.overall }}
 7
 8    # Determine badge color
 9    if [ "$COVERAGE" -ge 80 ]; then
10      COLOR="brightgreen"
11    elif [ "$COVERAGE" -ge 70 ]; then
12      COLOR="yellow"
13    else
14      COLOR="red"
15    fi
16
17    # Update README badge (using shields.io endpoint)
18    # Option 1: shields.io static badge via GitHub Gist
19    # Option 2: store di GitHub Variable
20    echo "COVERAGE_BADGE=https://img.shields.io/badge/coverage-${COVERAGE}%25-${COLOR}" \
21      >> $GITHUB_ENV
22
23    # Update README
24    sed -i "s|!\[Coverage\]([^)]*)|![Coverage]($COVERAGE_BADGE)|g" README.md
25
26    git config user.name "github-actions[bot]"
27    git config user.email "github-actions[bot]@users.noreply.github.com"
28    git diff --quiet || (git add README.md && git commit -m "chore: update coverage badge [skip ci]" && git push)

 1// Helper untuk check coverage yang lebih semantic
 2
 3// testutil/coverage.go — digunakan di test files
 4package testutil
 5
 6import (
 7    "testing"
 8)
 9
10// AssertSpecCompliance memastikan setiap AC di-test
11// Gunakan di TestMain atau suite setup
12func AssertSpecCompliance(t *testing.T, feature string, coveredACs []string) {
13    t.Helper()
14
15    // Load spec dan compare dengan coveredACs
16    specACs := loadSpecACs(feature)
17
18    for _, ac := range specACs {
19        found := false
20        for _, covered := range coveredACs {
21            if covered == ac {
22                found = true
23                break
24            }
25        }
26        if !found {
27            t.Errorf("AC %s from spec not covered by any test", ac)
28        }
29    }
30}
31
32// Di test file:
33func TestCancelOrderSuite(t *testing.T) {
34    suite.Run(t, new(CancelOrderSuite))
35
36    // Assert semua AC di-cover
37    testutil.AssertSpecCompliance(t, "cancel-order",
38        []string{"AC1", "AC2", "AC3", "AC4"})
39}

 1# Run integration tests terpisah dengan database nyata
 2
 3integration-coverage:
 4  name: Integration Test Coverage
 5  runs-on: ubuntu-latest
 6  if: github.event_name == 'pull_request'
 7
 8  services:
 9    postgres:
10      image: postgres:15
11      env:
12        POSTGRES_DB: santekno_test
13        POSTGRES_USER: testuser
14        POSTGRES_PASSWORD: testpass
15      ports:
16        - 5432:5432
17      options: >-
18        --health-cmd pg_isready
19        --health-interval 10s
20        --health-timeout 5s
21        --health-retries 5
22
23    redis:
24      image: redis:7
25      ports:
26        - 6379:6379
27
28  steps:
29    - uses: actions/checkout@v4
30    - uses: actions/setup-go@v5
31      with:
32        go-version: '1.22'
33        cache: true
34
35    - name: Run migrations
36      env:
37        DATABASE_URL: postgres://testuser:testpass@localhost:5432/santekno_test
38      run: |
39        go run ./cmd/migrate/main.go up
40
41    - name: Run integration tests
42      env:
43        DATABASE_URL: postgres://testuser:testpass@localhost:5432/santekno_test
44        REDIS_URL: localhost:6379
45      run: |
46        go test -tags=integration \
47          -coverprofile=integration-coverage.out \
48          -race \
49          ./internal/repository/... \
50          -timeout 120s
51
52    - name: Integration coverage report
53      run: |
54        REPO_COVERAGE=$(go tool cover -func=integration-coverage.out | \
55          grep "internal/repository" | \
56          awk '{sum+=$3; n++} END {printf "%.1f", sum/n}')
57
58        echo "Repository layer coverage: $REPO_COVERAGE%"
59
60        if awk "BEGIN {exit ($REPO_COVERAGE >= 60) ? 0 : 1}"; then
61          echo "✅ Repository integration coverage: $REPO_COVERAGE%"
62        else
63          echo "::warning::Repository integration coverage $REPO_COVERAGE% < 60%"
64        fi

 1#!/bin/bash
 2# scripts/generate-missing-tests.sh
 3# AI generate test untuk functions yang coverage < 60%
 4
 5set -euo pipefail
 6
 7go test -coverprofile=/tmp/cov.out ./... 2>/dev/null
 8go tool cover -func=/tmp/cov.out | \
 9  awk '$3 != "100.0%" && $3+0 < 60.0 {print $1, $2, $3}' | \
10  grep -v "_test.go" | \
11  while read file func coverage; do
12
13    # Skip generated files
14    case "$file" in *mock*|*pb.go*|*gen.go*) continue ;; esac
15
16    echo "Generating test for: $func in $file ($coverage)"
17
18    # Get function source
19    FUNC_SOURCE=$(grep -A 30 "func ${func}" "$file" 2>/dev/null | head -30)
20
21    PROMPT="Generate a comprehensive Go test for this function.
22Current coverage: $coverage
23
24Function:
25$FUNC_SOURCE
26
27Requirements:
28- Use testify/suite if this is a method on a struct
29- Cover happy path AND error paths
30- Use gomock for dependencies
31- Follow naming: TestMethodName_Scenario_ExpectedResult
32
33Output: complete test function(s) ready to paste into test file"
34
35    echo "--- Suggested test ---"
36    ./scripts/claude-call.sh "$PROMPT" 600
37    echo "--- End suggestion ---"
38    echo ""
39  done

 1Tim Santekno, 8 developer, setelah 3 bulan coverage enforcement:
 2
 3SEBELUM (baseline sprint 1):
 4  Overall: 74%
 5  Usecase: 65%   ← banyak error path tidak di-test
 6  Domain: 80%
 7  Post-deploy bugs per sprint: 4-6
 8
 9SESUDAH (sprint 12):
10  Overall: 83%
11  Usecase: 88%   ← naik 23 poin
12  Domain: 96%
13  Post-deploy bugs per sprint: 1-2 (70% reduction)
14
15Key driver: usecase error path coverage naik setelah AI gap analysis
16menunjukkan test apa yang missing.

 1# Coverage per service di monorepo
 2- name: Coverage per service
 3  run: |
 4    for service in services/*/; do
 5      SERVICE_NAME=$(basename "$service")
 6      THRESHOLD=75
 7      # Order service: threshold lebih tinggi (critical path)
 8      [ "$SERVICE_NAME" == "order-service" ] && THRESHOLD=85
 9
10      go test -coverprofile="/tmp/cov-${SERVICE_NAME}.out" "./${service}/..."
11      COVERAGE=$(go tool cover -func="/tmp/cov-${SERVICE_NAME}.out" | \
12        grep "total:" | awk '{print $3}' | tr -d '%')
13
14      echo "$SERVICE_NAME: $COVERAGE% (threshold: $THRESHOLD%)"
15      awk "BEGIN {exit ($COVERAGE >= $THRESHOLD) ? 0 : 1}" || echo "FAIL"
16    done

 1# .git/hooks/pre-push
 2# Quick coverage check sebelum push
 3
 4go test -coverprofile=/tmp/cov.out ./internal/usecase/...
 5USECASE_COV=$(go tool cover -func=/tmp/cov.out | grep total | awk '{print $3}' | tr -d '%')
 6
 7if awk "BEGIN {exit ($USECASE_COV >= 80) ? 0 : 1}"; then
 8  echo "✅ Usecase coverage: $USECASE_COV%"
 9else
10  echo "❌ Usecase coverage $USECASE_COV% < 80%"
11  echo "   Add tests before pushing"
12  exit 1
13fi

1# go-mutesting: verifikasi bahwa tests benar-benar mendeteksi bug
2go install github.com/zimmski/go-mutesting/...@latest
3
4# Run mutation testing (lambat, gunakan secara selektif)
5go-mutesting ./internal/domain/order/...
6
7# Output: mutation score
8# > 80% = tests cukup kuat mendeteksi mutations
9# < 60% = tests ada tapi tidak verify behavior

1# Untuk developer baru: identify area yang perlu dipelajari
2go test -coverprofile=cov.out ./...
3go tool cover -html=cov.out -o coverage.html
4
5# Open coverage report: area merah = kode yang belum di-test
6# Cocok untuk:
7# 1. Identify gap yang perlu di-fix
8# 2. Developer baru belajar codebase dari area yang paling tested