coderabbit-migration-deep-dive

CodeRabbit Migration Deep Dive

Overview

Comprehensive guide for migrating to CodeRabbit from other AI code review tools (Codacy, SonarCloud, DeepSource, Sourcery) or from manual-only code review. Covers assessment, phased rollout, configuration transfer, team buy-in, and measuring success.

Prerequisites

• GitHub/GitLab organization admin access
• Inventory of current review tools and their configurations
• Understanding of team review workflows
• Budget approval for CodeRabbit seats

Migration Types

From	Complexity	Duration	Key Challenge
Manual-only reviews	Low	1-2 weeks	Team adoption
Codacy / SonarCloud	Medium	2-3 weeks	Rule translation
DeepSource / Sourcery	Medium	2-3 weeks	Config migration
Custom review bots	High	3-4 weeks	Workflow redesign
Multiple tools	High	4-6 weeks	Consolidation

Instructions

Step 1: Assess Current State

set -euo pipefail
ORG="${1:-your-org}"

echo "=== Code Review Tool Assessment ==="

# Check for existing review tools
echo "--- Installed GitHub Apps ---"
gh api "orgs/$ORG/installations" --jq '.installations[] | "\(.app_slug) (ID: \(.id))"' 2>/dev/null

echo ""
echo "--- Review Tool Config Files ---"
for REPO in $(gh repo list "$ORG" --limit 20 --json name --jq '.[].name'); do
  # Check for common review tool configs
  for CONFIG in ".codacy.yml" "sonar-project.properties" ".deepsource.toml" ".sourcery.yaml" ".coderabbit.yaml"; do
    EXISTS=$(gh api "repos/$ORG/$REPO/contents/$CONFIG" --jq '.name' 2>/dev/null || echo "")
    if [ -n "$EXISTS" ]; then
      echo "  $REPO: $CONFIG"
    fi
  done
done

Step 2: Map Review Rules to CodeRabbit Path Instructions

# Common rule translations:

# Codacy / SonarCloud "code smells" → CodeRabbit path_instructions
# Before (Codacy):
#   rules:
#     - id: "javascript/complexity"
#     - id: "javascript/error-handling"
#
# After (CodeRabbit):
reviews:
  path_instructions:
    - path: "src/**/*.ts"
      instructions: |
        Check for:
        - Functions with cyclomatic complexity > 10 (suggest refactoring)
        - Missing error handling in async operations
        - Empty catch blocks
        - Unused variables and imports

# DeepSource "analyzer" → CodeRabbit path_instructions
# Before (DeepSource):
#   analyzers:
#     - name: javascript
#       enabled: true
#       meta:
#         plugins: [react]
#
# After (CodeRabbit):
    - path: "src/components/**"
      instructions: |
        React-specific checks:
        - No conditional hooks
        - Proper cleanup in useEffect
        - Memoization for expensive computations
        - Accessibility (aria labels, keyboard navigation)

# Sourcery "refactoring" → CodeRabbit path_instructions
# Before (Sourcery):
#   refactor:
#     skip: [dont-import-test-modules]
#
# After (CodeRabbit):
    - path: "**/*.py"
      instructions: |
        Python best practices:
        - Suggest list comprehensions over manual loops where appropriate
        - Flag mutable default arguments
        - Check for proper context manager usage

Step 3: Phase 1 -- Parallel Run (Week 1-2)

# Run CodeRabbit alongside existing tool for comparison
# .coderabbit.yaml - Start with non-blocking mode
reviews:
  profile: "chill"                    # Fewer comments during evaluation
  request_changes_workflow: false     # Don't block merges
  high_level_summary: true            # Show walkthrough for evaluation

  auto_review:
    enabled: true
    drafts: false
    base_branches: [main, develop]

  path_filters:
    - "!**/*.lock"
    - "!**/*.snap"
    - "!dist/**"
    - "!vendor/**"

chat:
  auto_reply: true

# During parallel run, track:
1. Comment quality: Are CodeRabbit comments actionable?
2. Coverage: Does it catch what the old tool catches?
3. Speed: Is review posted before human reviewers start?
4. Noise: Are there many false positives?
5. Team reaction: Do developers find it helpful?

Step 4: Phase 2 -- Primary Tool (Week 3-4)

# After successful parallel run, make CodeRabbit primary
# .coderabbit.yaml - Enable full features
reviews:
  profile: "assertive"                # Balanced feedback
  request_changes_workflow: true      # Now blocking
  high_level_summary: true
  sequence_diagrams: true

  auto_review:
    enabled: true
    drafts: false
    base_branches: [main, develop]

  path_instructions:
    # Transfer your best rules from the old tool
    - path: "src/api/**"
      instructions: |
        Review for: input validation, proper HTTP status codes,
        auth middleware usage, error response format.
    - path: "src/db/**"
      instructions: |
        Review for: parameterized queries, transaction boundaries,
        connection cleanup, index usage. Flag N+1 patterns.
    - path: "**/*.test.*"
      instructions: |
        Review for: assertion completeness, edge cases, async handling.
        Do NOT comment on test naming or import order.

  # Keep exclusions from old tool
  path_filters:
    - "!**/*.lock"
    - "!**/*.snap"
    - "!**/generated/**"
    - "!dist/**"
    - "!vendor/**"

Step 5: Phase 3 -- Decommission Old Tool (Week 4-6)

set -euo pipefail
ORG="${1:-your-org}"

echo "=== Old Tool Decommission Checklist ==="

# 1. Remove old tool config files
echo "--- Config Files to Remove ---"
for REPO in $(gh repo list "$ORG" --limit 50 --json name --jq '.[].name'); do
  for CONFIG in ".codacy.yml" "sonar-project.properties" ".deepsource.toml" ".sourcery.yaml"; do
    EXISTS=$(gh api "repos/$ORG/$REPO/contents/$CONFIG" --jq '.name' 2>/dev/null || echo "")
    if [ -n "$EXISTS" ]; then
      echo "  rm $REPO/$CONFIG"
    fi
  done
done

echo ""
echo "--- Steps ---"
echo "1. Remove old tool GitHub App from org settings"
echo "2. Delete old tool config files from repos"
echo "3. Update branch protection rules (replace old check with coderabbitai)"
echo "4. Cancel old tool subscription"
echo "5. Update team documentation and onboarding guides"

Step 6: Measure Migration Success

set -euo pipefail
ORG="${1:-your-org}"
REPO="${2:-your-repo}"

echo "=== CodeRabbit Adoption Metrics ==="

# Review coverage
TOTAL=0
REVIEWED=0
for PR_NUM in $(gh api "repos/$ORG/$REPO/pulls?state=closed&per_page=30" --jq '.[].number'); do
  TOTAL=$((TOTAL + 1))
  CR=$(gh api "repos/$ORG/$REPO/pulls/$PR_NUM/reviews" \
    --jq '[.[] | select(.user.login=="coderabbitai[bot]")] | length' 2>/dev/null || echo "0")
  [ "$CR" -gt 0 ] && REVIEWED=$((REVIEWED + 1))
done

echo "Review coverage: $REVIEWED/$TOTAL PRs ($(( REVIEWED * 100 / (TOTAL > 0 ? TOTAL : 1) ))%)"
echo ""
echo "Target metrics:"
echo "  - Coverage > 90%: CodeRabbit reviewing most PRs"
echo "  - Time-to-review < 5 min: Fast feedback loop"
echo "  - Team satisfaction: Survey developers after 2 weeks"

Output

• Current review tool assessment completed
• Rule translation from old tool to CodeRabbit path_instructions
• Phased migration plan executed
• Old tool decommissioned
• Adoption metrics measured

Error Handling

Issue	Cause	Solution
Old tool conflicts with CodeRabbit	Both posting reviews	Run parallel briefly, then disable old tool
Rules don't translate 1:1	Different analysis approaches	Focus on intent, not exact rule matching
Team prefers old tool	Familiarity bias	Run parallel for 2 weeks, compare results
Branch protection breaks	Old check name removed	Update to coderabbitai check name
Higher seat cost than old tool	Per-seat vs per-repo pricing	Scope repos to reduce seat count

Resources

• CodeRabbit vs Alternatives
• CodeRabbit Configuration Reference
• Migration from Codacy
• CodeRabbit Path Instructions

Next Steps

For ongoing configuration tuning, see coderabbit-core-workflow-b.