AYA Platform

Context Persistence Architecture

Centralized state management with PostgreSQL-backed CPA ensuring every agent session maintains continuity across deployments.

• Session lifecycle management
• Progress tracking & rollback
• Feature verification
• Environment state auditing

PostgreSQL High Availability

Enterprise-grade database infrastructure with pgvector for semantic search and real-time vector operations.

• 132K+ vector embeddings (768-dim)
• HNSW indexing for fast retrieval
• HA replication across nodes
• Sub-second query response

Autonomous Task Delegation

Intelligent work distribution across 60+ specialized agents with LangGraph orchestration and Temporal durability.

• Multi-step workflow coordination
• Agent specialization patterns
• Failure recovery & retry logic
• Real-time progress monitoring

MLX-Optimized LLMs

Native Apple Silicon acceleration with MLX framework for maximum throughput on M3 Ultra hardware.

• Qwen3-Next-80B (local inference)
• GLM-4.5-Air (fast reasoning)
• BGE embeddings (768-dim)
• Zero external API dependencies

Observability & Monitoring

Complete system visibility with N8N workflow automation and Temporal activity tracking.

• Real-time agent activity logs
• Performance metrics dashboard
• Error tracking & alerting
• Audit trail for compliance

Zero Trust Security

Post-quantum cryptography with Tailscale mesh networking and air-gap deployment support.

• NIST-standardized quantum resistance
• WireGuard-based mesh
• Air-gap capable operation
• End-to-end encryption

Vector Storage

132,460 indexed vectors with 768-dimensional BGE embeddings. HNSW indexing for sub-second similarity search at scale.

High Availability

Multi-node replication with automatic failover. Zero downtime deployments and continuous backup strategy.

Performance

Query response times under 100ms for most operations. Optimized indexes and query plans for production workloads.