OpenClaw, Hermes, Buzz, AgentSpan, and AWS AgentCore: Understanding the Agentic AI Landscape Hardly a week goes by without another announcement of a new AI agent framework, harness, runtime, or orchestration platform. OpenClaw. Hermes. Buzz. AgentSpan. AWS Bedrock AgentCore. CrewAI. LangGraph. The list seems to grow almost daily. For those of us who have spent decades […]
A contact center can be changed in minutes. Recovering from a bad production change can take much longer. Amazon Connect gives teams powerful APIs and infrastructure-as-code options, but a safe release process needs more than an upload script. It needs controlled environments, stable resource mappings, evidence-based approval, and a rollback path that protects live customer […]
Your Amazon Connect Platform Changed in 2026. Did Anyone Tell You? At the beginning of 2026, AWS began rolling out a remarkable range of new Amazon Connect capabilities. Existing contact centers can now take advantage of AI-powered customer self-service, real-time agent assistance, automated summaries, improved analytics, AI performance evaluation, and AI agents that can retrieve […]
Executive summary: Amazon Bedrock, LangGraph, and CrewAI are not three competing versions of the same product. Amazon Bedrock supplies managed access to AI models and supporting services. Frameworks such as Strands Agents, LangGraph, and CrewAI determine how an AI application reasons, collaborates, uses tools, and moves through a process. Amazon Bedrock AgentCore can then provide […]
AI for Small to Medium Businesses A Practical Guide to Solving Real Business Problems with AI Artificial Intelligence is everywhere. Every day there's another announcement, another chatbot, another promise that AI will revolutionize business. For many small and medium-sized business owners, that creates more questions than answers. Questions Every Business Owner Is Asking ✓ Where […]
AI Agents, Prompts, Guardrails and Conversational AI in Amazon Connect Customer The contact center is rapidly evolving from scripted automation into intelligent orchestration powered by Generative AI. What was once called Amazon Connect has evolved into a much broader AI-enabled customer engagement platform now positioned as Amazon Connect Customer — introducing a new generation of: […]
There’s been a quiet but profound shift inside Amazon Connect — and many businesses haven’t noticed it yet. Between AWS re:Invent 2025 and the January 2026 rollout, Conversational AI, AI Agents, Prompts, and Guardrails were introduced into Amazon Connect, fundamentally changing how contact centers can be designed and operated. This isn’t just a feature update. […]
which search service should I use One of the most common questions we hear from clients building on AWS especially those exploring generative AI is which search service should I use? AWS offers four distinct search and query services, each optimized for fundamentally different problems. Choosing the wrong one adds cost, latency, and architectural complexity. […]
The AI. Decsion that determnins cost and ROI Most businesses are rushing into AI and asking the wrong question. They ask: “What tool should we use?” The better question is: Do we need AI that answers… or AI that acts? That one distinction determines cost, complexity, and ROI. Smart Answer: Improve the Conversation Smart Answer […]
Not all AI is agentic - by design Artificial intelligence is moving quickly, and with that speed comes confusion — especially when very different technologies are described using the same words. Amazon Connect’s recent release of new Conversational AI capabilities is a great example. These features represent a meaningful step forward for contact centers, yet […]
AIF-01 Generative AI Developer Pro Certification This study guide by Peter S. Buswell prepares candidates for the AWS Certified Generative AI Developer – Professional (AIP-C01) exam. The text outlines essential technical domains, including Amazon Bedrock inference, retrieval-augmented generation (RAG), and the implementation of agentic systems. It emphasizes architectural decision-making, highlighting the trade-offs between performance, cost, […]
Global customer service has always faced a hard limitation: language. Until now, solving it usually meant IVR language trees, offshore agent pools, or pushing customers to yet another chatbot. Each option adds friction — and often frustration. With the release of AWS Nova 2 Sonic, that limitation is finally disappearing. What Is Nova 2 Sonic? […]