JetBrains AI / Junie vs TabnineComparisonUpdated 2026-03-16
SUMMARY
JetBrains AI / Junie (IDE) uses markdown configuration while Tabnine (IDE) uses markdown. They differ on 1 of 11 compared features. Both tools provide AI-assisted development but take different approaches to project configuration.
FEATURE COMPARISON
| Feature | JetBrains AI / Junie | Tabnine |
|---|---|---|
| Config format | markdown | markdown |
| Hierarchy support | ✗ | ✗ |
| Global config | ✗ | ✗ |
| Project config | ✓ | ✓ |
| Subdirectory scoping | ✗ | ✗ |
| File inclusion / imports | ✗ | ✗ |
| Ignore file | .aiignore | ✗ |
| IDE integration | ✓ | ✓ |
| Schema / structure | Free-form (Markdown) | Free-form (Markdown) |
| Git committed | ✓ | ✓ |
| Encoding | UTF-8 | UTF-8 |
FILE MAPPING
| Purpose | JetBrains AI / Junie | Tabnine |
|---|---|---|
| Settings / configuration | .noai | .tabnine/agent/commands/ |
SIDE-BY-SIDE CODE SAMPLES
JetBrains AI / Junie
.aiassistant/rules/*.md
markdown
# Kotlin Conventions
## Language Features
- Use Kotlin 2.x with coroutines for async work
- Prefer data classes for DTOs and value objects
- Use sealed classes/interfaces for domain errors
- Extension functions over utility classes
## Spring Boot
- Constructor injection (no field injection)
- Use @ConfigurationProperties over @Value
- Prefer WebFlux for reactive endpoints
- Use Spring Security with method-level security
## Testing
- JUnit 5 with Kotest assertions
- MockK for mocking (not Mockito)
- Testcontainers for integration tests
- Use @Nested for test organization
Tabnine
.tabnine/guidelines/*.md
markdown
# Application Guidelines
## Architecture
- This is a monorepo managed with Turborepo
- Apps: web (Next.js), api (Express), mobile (React Native)
- Shared packages: ui, config, types
## Code Standards
- TypeScript strict mode in all packages
- Use barrel exports (index.ts) for public APIs
- No default exports; use named exports everywhere
- Prefer async/await over raw Promises
## API Design
- RESTful endpoints follow /api/v1/{resource} pattern
- All responses use { data, error, meta } envelope
- Validate request bodies with Zod schemas
- Return 4xx for client errors, 5xx for server errors
## Database
- Use Prisma ORM for all database operations
- Migrations checked into source control
- Soft-delete pattern: use deletedAt timestamp, never hard delete
- All timestamps stored as UTC
## Testing
- Jest for unit tests, Playwright for E2E
- Test files colocated: foo.ts -> foo.test.ts
- Mock external services, never call real APIs in tests
KEY DIFFERENCES
JetBrains AI / Junie: .aiignore. Tabnine: Not supported.
WHICH SHOULD I USE?
Choose based on your IDE/CLI preference. If you use JetBrains AI / Junie, configure .aiassistant/rules/*.md. If you use Tabnine, configure .tabnine/guidelines/*.md. Many projects include config files for multiple tools so each team member can use their preferred editor.
PORTABILITY TIP
sync-instructions.sh
bash
# Maintain a single source of truth:
cp AI-INSTRUCTIONS.md CLAUDE.md
cp AI-INSTRUCTIONS.md .cursorrules
cp AI-INSTRUCTIONS.md AGENTS.md
SEE ALSO
Tool pages:
File references:
agentconfig.ing2026-03-16COMPARE(1)