🗺️ AMCP Roadmap

Core Agentic Capabilities
├── Chat Agents
│   ├── Multi-turn conversations
│   ├── Context preservation
│   └── Response generation
├── Orchestrator Agents
│   ├── Task decomposition
│   ├── Agent delegation
│   └── Result aggregation
└── Mesh Agents
    ├── Distributed networks
    ├── Agent migration
    └── Load balancing

LLM Integration
├── OpenAI Support
│   ├── GPT-4
│   ├── GPT-3.5-turbo
│   └── Prompt caching
├── Local LLM Support
│   ├── Llama 2
│   ├── Mistral
│   └── CodeLlama
└── Hybrid Approach
    ├── Primary/fallback
    ├── Cost optimization
    └── Token management

Quarkus Extension
├── Native compilation
├── < 100ms startup
├── 50-100MB memory
└── Zero-config setup

Kafka Integration
├── Native producer/consumer
├── Topic-based routing
├── Consumer groups
└── 1M+ events/sec throughput

Security
├── mTLS encryption
├── RBAC
├── Audit logging
└── Secret management

Startup Time:        < 100ms
Memory Usage:        50-100MB
Throughput:          100K+ msg/sec
LLM Latency:         500ms (50% faster than v1.5)
Mesh Throughput:     1M+ events/sec
Agent Migration:     100ms

Performance Optimization
├── Query caching improvements
├── Memory pooling
├── Connection pooling
└── Batch processing

Stability Improvements
├── Enhanced error recovery
├── Improved logging
├── Better monitoring
└── Graceful degradation

Bug Fixes
├── Agent state issues
├── Kafka coordination
├── LLM timeout handling
└── Memory leak fixes

Documentation
├── Performance tuning guide
├── Troubleshooting guide
├── Best practices
└── Architecture guide

GraphQL API
├── Query language
├── Subscription support
├── Real-time updates
└── Schema introspection

WebSocket Support
├── Real-time messaging
├── Bidirectional communication
├── Connection management
└── Auto-reconnection

Advanced Queries
├── Complex filtering
├── Aggregation functions
├── Time-series queries
└── Full-text search

Developer Tools
├── GraphQL playground
├── API explorer
├── Code generation
└── SDK improvements

Kubernetes Integration
├── Kubernetes Operator
├── Helm charts
├── Service mesh integration
├── Auto-scaling
└── Health checks

Multi-Tenancy
├── Tenant isolation
├── Resource quotas
├── Billing integration
└── Access control

Enterprise Auth
├── SAML/OIDC support
├── LDAP integration
├── OAuth 2.0
└── API keys

Monitoring & Observability
├── Prometheus metrics
├── Grafana dashboards
├── Distributed tracing
├── Log aggregation

Extended LLM Support
├── Anthropic Claude
├── Google Gemini
├── Azure OpenAI
├── Hugging Face models
└── Custom model support

Vector Database Integration
├── Pinecone support
├── Weaviate support
├── Milvus support
└── Elasticsearch integration

RAG Implementation
├── Document ingestion
├── Vector embedding
├── Semantic search
├── Context retrieval

Prompt Management
├── Prompt versioning
├── Template system
├── A/B testing
└── Performance analytics

API Redesign
├── Simplified interfaces
├── Better naming conventions
├── Improved error handling
└── Enhanced documentation

Performance Improvements
├── 50% faster throughput
├── 30% lower latency
├── 40% memory reduction
└── Better resource utilization

Security Enhancements
├── Zero-trust architecture
├── Advanced encryption
├── Compliance certifications
└── Security audits

Scalability
├── Horizontal scaling improvements
├── Better load balancing
├── Improved consensus algorithms
└── Enhanced networking

Advanced AI Capabilities
├── Fine-tuning support
├── Model training
├── Transfer learning
├── Federated learning
└── Continuous learning

Cloud Provider Support
├── AWS native integration
├── Google Cloud integration
├── Azure integration
├── Multi-cloud orchestration
└── Hybrid cloud support

Analytics & Insights
├── Real-time dashboards
├── Predictive analytics
├── Anomaly detection
├── Performance insights
└── Cost optimization

Ecosystem Growth
├── Plugin marketplace
├── Community extensions
├── Integration partners
├── Training programs
└── Certification program

v1.6:  100K msg/sec
v1.7:  150K msg/sec (+50%)
v1.8:  200K msg/sec (+33%)
v1.9:  250K msg/sec (+25%)
v2.0:  500K msg/sec (+100%)

v1.6:  25ms (p99)
v1.7:  20ms (p99) (-20%)
v1.8:  15ms (p99) (-25%)
v1.9:  12ms (p99) (-20%)
v2.0:  8ms (p99) (-33%)

v1.6:  50-100MB
v1.7:  45-90MB (-10%)
v1.8:  40-80MB (-11%)
v1.9:  35-70MB (-12%)
v2.0:  30-60MB (-14%)

v1.6.1  - Jan 2026  (Maintenance)
v1.7.0  - Mar 2026  (GraphQL & WebSocket)
v1.8.0  - Jun 2026  (Enterprise Features)
v1.9.0  - Sep 2026  (AI Integration)
v2.0.0  - Dec 2026  (Major Release)

v1.6    - LTS until Dec 2027
v1.7    - Standard until Jun 2027
v1.8    - Standard until Sep 2027
v1.9    - Standard until Dec 2027
v2.0    - LTS until Dec 2028