Ediz Najim | Systems Thinking for Agentic AI

Building an AI agent is easy. Building one you can trust in production is an engineering challenge. Get your copy on Leanpub: leanpub.com/staai #agenticai #softwarearchitecture #llm #rag #java #springboot

🚀 Want to build AI agents that actually work in production? 📘 My book, Systems Thinking for Agentic AI, is now available A Software Architect’s Guide to Building Reliable LLM and Agent Systems 📚 Get your copy today leanpub.com/staai #agenticai #softwarearchitecture #aiengineering #llm #rag #mcp

Systems Thinking for Agentic AI explores the engineering principles behind reliable, scalable, and production-ready AI agents. 📘 Get your copy: leanpub.com/staai #AgenticAI #AIEngineering #SoftwareArchitecture #AIAgents #SystemsThinking

BUILD AGENTS. ENGINEER SYSTEMS. SYSTEMS THINKING FOR AGENTIC AI Go Beyond Prompts. Think in Systems. ARCHITECTURE · ORCHESTRATION · MEMORY · TOOL USE · EVALUATION · RELIABILITY Leanpub: leanpub.com/staai Google: play.google.com/store/books/... staaicore.com #agenticai #gpt #llm #n8n #agent

Building an AI agent is easy. Engineering one you can trust in production is the real challenge. Leanpub: leanpub.com/staai Google Play Books: play.google.com/store/books/... staaicore.com #AgenticAI #SystemsThinking #AIEngineering #SoftwareArchitecture #AIAgents #RAG #MCP

🚀 Building an AI agent is easy. Engineering one you can trust is the real challenge. Don't just build smarter agents. Engineer better systems. 🔹 Google Play Books: play.google.com/store/books/... 🔹 Leanpub: leanpub.com/staai

leanpub.com/staai Systems Thinking for Agentic AI By Ediz Najim

leanpub.com/staai Systems Thinking for Agentic AI By Ediz Najim

Systems Thinking for Agentic AI grew from real questions about reliability, architecture, tools, memory, observability, and production-ready AI systems. Systems Thinking for Agentic AI By Ediz Najim 🌐 staaicore.com #AgenticAI #AIEngineering #SoftwareArchitecture #LLM #SystemsThinking

Event Bus and Kafka are not the same thing. They can overlap, but they solve different architectural problems. Event Bus is a pattern. Kafka is a distributed event-streaming platform. #Kafka #DistributedSystems #Microservices #SoftwareArchitecture #EventBus Ediz Najim staaicore.com

Systems Thinking for Agentic AI An LLM is powerful , but an LLM alone is not an AI system. Now available on 📘 Leanpub leanpub.com/staai 📗 Google Books play.google.com/store/books/... Ediz Najim staaicore.com #agenticai #aiengineering #SoftwareArchitecture #LLM #RAG #MCP #SoftwareEngineering

Backpressure ≠ rate limiting. Problem: downstream cannot keep up, so queues grow and lag rises. Simple solution: bound concurrency, slow/pause intake, monitor lag, and scale only from measurements. Control demand before overload spreads. Ediz Najim staaicore.com

ELK is not just centralized logging. Elasticsearch stores/searches. Logstash parses/enriches. Kibana helps reconstruct failures. The architecture starts with structured logs + trace/request IDs. Collecting logs is easy. Reconstructing failures is the goal. Ediz Najim staaicore.com

Distributed transactions fail at boundaries. 2PC → coordinate commit SAGA → local commits + compensation Rollback → database concept Compensation → business concept The real design work is failure, idempotency, and reconciliation. Ediz Najim staaicore.com