Best Choices for Streaming Responses in LLM Applications: A Front-End Perspective
A practical front-end guide to streaming LLM responses—SSE vs WebSockets vs fetch streaming, event protocols, interruptibility, UX patterns, and production SLOs.…
Choosing the Best Vector Store & Hybrid Search for GenAI Agent Workflows in E-commerce
A practitioner’s guide to choosing and operating hybrid search for GenAI agents in e-commerce—BM25 + ANN + reranking + rules—with concrete decision criteria, metrics, and a 30/60/90 rollout.…
Revolutionizing Contact Centers with LLM Agents: A Practical Guide
A practitioner’s blueprint to deploy LLM agents in contact centers—architecture, safety, RAG, metrics, and a 30/60/90 rollout that drives automation and lowers cost per contact.…
Optimizing AI Agentic Workflows: Reducing LLM Calls for Enhanced Efficiency
A practical playbook to cut LLM calls—adaptive routing, one-shot multi-head prompts, deterministic tools, precise RAG, and caching—while protecting task success and user experience.…
High-Level Design for a Conversational AI Evaluation Framework (Production Implementation)
A production-ready design for implementing a conversational AI evaluation framework—data models, scoring pipeline, slice dashboards, CI gates, and canary rollout.…
A Practical Framework for Evaluating Conversational Agentic AI Workflows
A production-ready framework to evaluate agentic conversational systems—task outcomes, conversation behaviors, and system reliability—plus datasets, judges, and a CI-friendly harness.…
Building Your First LLM Application: a Production-Grade Path (Not a Toy)
A practitioner’s blueprint for building your first LLM app that’s actually production-ready—deterministic orchestration, typed tools, grounding, safety, observability, and evaluation.…
Understanding AI Agentic Workflows: A New Paradigm in Generative AI
A practitioner’s guide to building reliable agentic AI systems—planning, tools, memory, safety, and evaluation—plus a minimal blueprint you can ship now.…
