The SageMaker Unified Handbook: Production ML & Agentic AI (2026 Edition)
Key Takeaways The Future is Unified: The default developer environment in 2026 is SageMaker Unified Studio, an integrated platform that combines data governance (DataZone), coding assistance…
Agentic AI, RAG, ML: The 2026 Roadmap to the “Cognitive Insurer”
Key Takeaways From Chatbots to Agentic AI: The 2026 roadmap moves beyond simple text generation to Agentic AI—systems that can autonomously reason, plan, and execute complex tasks like claims…
Agentic AI Architecture: The Production Patterns Cheatsheet
Key Takeaways Agentic AI Goes Beyond LLMs: To build production-grade systems, raw LLMs must be wrapped in Agentic AI architectures that provide memory, planning capabilities, and structured…
Vector Search for Agentic AI and RAG: Algorithms Explanation
Key Takeaways HNSW is the RAG Standard: The Hierarchical Navigable Small World algorithm offers the best balance of speed and accuracy, making it the default engine for low-latency RAG…
A Production-Ready Security Blueprint for Your Agentic AI
Key Takeaways from This Guide Security Belongs in Code, Not Just Prompts: While a good system prompt is important, a robust security model must be enforced at the architectural level using…
AI in Robotics: A Guide to Architecting a Resilient Autonomous Drone Swarm
Key Takeaways Decentralization is Essential: For a truly resilient and scalable autonomous swarm, a decentralized architecture is superior to a centralized one. Each drone operates as an…
AI for Insurance Fraud Detection: A Guide to Neuro-Symbolic Systems
Key Takeaways Black-Box AI is Insufficient: Standard machine learning models that only provide a “fraud score” are not enough for regulated industries because they lack…
Stop Drowning in AI Hype: A Builder’s Guide to Predicting the Future
How to Predict the Future of AI Focus on First Principles: Stop chasing daily headlines. Instead, understand the fundamental engineering and economic drivers that cause technological leaps.…
A Practical Guide to Production Prompt Management
Key Takeaways from This Guide Prompts Are Not Code: Treat prompts as versioned, deployable assets with their own lifecycle, separate from your application’s code. Decouple to Iterate…