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ROADMAP.md

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Hapax Development Roadmap

Vision

Hapax is the reliability layer between your code and LLM providers. We're building an open-source infrastructure layer that makes LLM operations robust and predictable. Our goal is to provide the tools and visibility you need to run AI applications with confidence, whether you're a solo developer or running large-scale deployments.

Core Principles

  • Reliability: Smart provider management for uninterrupted operations
  • Visibility: Clear insights into your LLM infrastructure
  • Flexibility: Adaptable to your security and scaling needs
  • Simplicity: Complex infrastructure made approachable

v0.1.0: Foundation (Current)

Focus: Core functionality and initial production readiness.

Core Features

  • Request queueing and deduplication
  • HTTP/3 (QUIC) implementation
    • High-performance transport layer
    • 0-RTT connection establishment
    • Connection migration
    • Multiplexing optimization
    • TLS 1.3 integration

Documentation

  • Installation and Configuration
    • Deployment guide
    • Configuration reference
    • Security setup
    • Performance tuning
  • API Documentation
    • Endpoint specifications
    • Request/response formats
    • Error handling
    • Authentication
  • Operations Guide
    • Monitoring setup
    • Metrics reference
    • Logging guide
    • Troubleshooting

v0.2.0: Enterprise Observability

Focus: Deep visibility and operational intelligence.

Advanced Monitoring

  • Enhanced metrics collection
    • Detailed latency tracking
    • Resource utilization metrics
    • Provider-specific metrics
    • Custom metric pipelines
  • Advanced audit logging
    • Structured audit events
    • Compliance-ready logging
    • Log aggregation support
    • Log retention policies
  • Operational dashboards
    • Real-time system visibility
    • Performance analytics
    • Health monitoring
    • Alert management

Security Enhancements

  • Role-based access control
    • Fine-grained permissions
    • Resource-level access
    • Audit trails
    • Identity provider integration
  • Enhanced security features
    • Request validation
    • Rate limiting
    • Token management
    • Security event monitoring

v0.3.0: Enterprise Scale

Focus: Horizontal scaling and high availability.

Distributed Architecture

  • Cluster mode
    • Leader election
    • State synchronization
    • Node auto-discovery
    • Cross-node routing
  • Advanced request management
    • Dynamic rate limiting
    • Request quotas
    • Load balancing
    • Circuit breaking
  • Distributed caching
    • Cache strategies
    • Invalidation rules
    • Memory management
    • Cache analytics

Enterprise Integration

  • Advanced routing
    • Content-based routing
    • Traffic splitting
    • Request transformation
    • Custom middleware
  • Provider management
    • Multi-provider failover
    • Provider health tracking
    • Cost optimization
    • Usage analytics

v1.0.0: Production Scale

Focus: Mission-critical deployment capabilities.

Performance & Reliability

  • Advanced performance features
    • Connection pooling
    • Request batching
    • Memory optimization
    • CPU optimization
  • Reliability enhancements
    • Automated failover
    • Self-healing
    • Predictive scaling
    • Performance prediction

Enterprise Operations

  • Cost management
    • Usage tracking
    • Budget controls
    • Cost allocation
    • Usage forecasting
  • SLA management
    • SLA definition
    • Performance tracking
    • Availability monitoring
    • Compliance reporting

Advanced Features

  • Multi-region support
    • Geographic routing
    • Regional failover
    • Data sovereignty
    • Cross-region analytics
  • Advanced security
    • Zero-trust architecture
    • Advanced threat detection
    • Security analytics
    • Compliance automation

Success Metrics

  • Sub-minute deployment time
  • Zero-touch configuration
  • 99.99% availability
  • < 50ms added latency
  • Zero security vulnerabilities
  • Automatic failure recovery
  • Complete operational visibility

Future Considerations

  • Edge computing integration
  • Custom model hosting
  • Model performance analytics
  • Fine-tuning infrastructure
  • Hybrid deployment models
  • Advanced protocol support

Notes

  • Security and reliability are continuous priorities
  • Each feature includes comprehensive testing and documentation
  • Regular security audits are mandatory
  • Features may be reprioritized based on enterprise requirements