4.5 KiB
4.5 KiB
Dev - Ship Up to 100X Faster with Parallel AI Agents
The Future of Development is Parallel
Run unlimited AI agents simultaneously. Access your entire codebase instantly. Ship features in minutes, not hours.
🚀 Parallel Execution Changes Everything
Traditional AI Tools: Sequential Bottleneck
Ask AI → Wait → Debug → Ask Again → Wait → Debug...
⏱️ Each query: 30s - 2min
🔄 Context lost between queries
🐛 Debug hallucinated imports
Dev Platform: Parallel Intelligence
dev enhance "implement complete auth system"
→ 10 agents spawn instantly
→ All work simultaneously
→ Results in 30 seconds
✅ Everything just works
🧠 Core Technology
1. Unlimited Parallel Agents
- Spawn 10, 50, or 100+ agents at once
- Each runs in isolated git worktrees
- No conflicts, no waiting
- Linear scaling with task complexity
2. Unified Memory System
- Your entire codebase vectorized and indexed
- Every file, every pattern, instantly accessible
- Semantic search across all code
- Git history awareness
3. Multi-Model Orchestration
- 200+ LLMs via Hanzo AI gateway
- Automatic model selection per task
- Consensus validation available
- Local LLM support (Ollama, LM Studio)
4. Cloud.Hanzo.AI Integration
- Single login for all AI tools
- Unified billing and usage tracking
- Access your indexed repositories
- Team collaboration features
📊 Performance Metrics
| Metric | Sequential AI | Dev Parallel |
|---|---|---|
| Simple feature (auth) | 30-120 min | 30-60 sec |
| Complex feature (API) | 2-8 hours | 2-5 min |
| Multi-file refactor | 4-12 hours | 5-10 min |
| Test suite generation | 1-3 hours | 1-2 min |
| Documentation update | 30-60 min | 30 sec |
🛠️ How It Works
1. Analyze Task
dev enhance "add real-time chat with websockets"
- Parses request semantics
- Identifies affected systems
- Plans optimal agent distribution
2. Spawn Parallel Agents
Agent 1: WebSocket server implementation
Agent 2: Client-side connection manager
Agent 3: Message protocol design
Agent 4: Database schema updates
Agent 5: Authentication integration
Agent 6: Test suite creation
Agent 7: Error handling
Agent 8: Documentation
3. Execute Simultaneously
- All agents work in parallel
- Each in isolated git worktree
- No blocking, no waiting
- Results stream in real-time
4. Merge & Validate
- Automatic conflict resolution
- Optional consensus validation
- Single unified PR
- Ready to review and merge
💻 Integration Options
CLI (Fastest)
npm install -g @hanzo/dev
dev login # Opens cloud.hanzo.ai
dev enhance "your feature request"
VS Code Extension
- Install "Hanzo AI" from marketplace
- Full IDE integration
- Visual agent monitoring
JetBrains Plugin
- Available for all JetBrains IDEs
- Native interface
- Integrated debugging
🏢 Enterprise Features
On-Premise Deployment
- Run on your infrastructure
- Complete data isolation
- Custom model training
Team Collaboration
- Shared agent workflows
- Unified billing
- Usage analytics
- Access controls
Security & Compliance
- SOC2 compliant
- End-to-end encryption
- Audit logs
- SSO/SAML support
📈 Scaling
Start Small
- Free tier: 2 parallel agents
- Perfect for individual developers
- 100 queries/month included
Scale Instantly
- Pro: 10 parallel agents
- Team: Unlimited agents
- No infrastructure changes
- Pay only for what you use
🔗 Get Started
1. Install
npm install -g @hanzo/dev
2. Login
dev login
# Opens cloud.hanzo.ai for authentication
3. Ship Your First Feature
dev enhance "add user notifications"
# Watch parallel agents work their magic
Real Examples
Example 1: Authentication System
dev enhance "add JWT auth with refresh tokens"
Result: Complete auth system with middleware, endpoints, tests, and docs in 47 seconds
Example 2: API Redesign
dev enhance "convert REST API to GraphQL"
Result: Full GraphQL schema, resolvers, and migration in 3 minutes
Example 3: Performance Optimization
dev optimize "improve database query performance"
Result: Analyzed queries, added indexes, implemented caching in 90 seconds
Start Shipping Faster Today
The future of development is parallel. The future is now.