CAP Theorem Zoning Enterprise AI & Orchestration: Agentic Systems
Multi-Agent Topologies
State Management
Memory Engineering (Sliding Window
Episodic Memory)
Model Context Protocol (MCP)
LangGraph
LlamaIndex
LangChain
LLMOps & FinOps Infrastructure: Model Routers
Multi-Provider Fallback Proxies
Semantic Caching (RedisVL)
Context Window Optimization
Multi-Tenant Token Budgeting
Rate-Limiting Cost Allocation
RAG Evaluations (Ragas
Context Recall
Faithfulness)
Languages & Frameworks: Java (8/11/17/21)
Python
Spring Boot
FastAPI
React (TypeScript)
Core Frameworks & SDKs
Data
Messaging & Vector: Apache Kafka
ZMQ
Redis
Qdrant (Vector DB Architecture)
PostgreSQL (Relational Analytics)
MySQL
MongoDB
Elasticsearch
Change Data Capture (CDC Pipeline Orchestration)
Cloud
DevOps & Infrastructure: AWS (EKS
Lambda
S3
MSK
CloudFront
EventBridge
KMS
MediaConvert)
GCP
Docker
Kubernetes
CI/CD Automation (Jenkins
GitHub Actions)
SonarQube
JVM Concurrency Profiling
API design and management
Software architecture design
Stakeholder communication
Frontend and backend development