Category: Amazon API Gateway

This post is a technical deep dive. It explains the Sandbox’s multi-tenant isolation model along with its inherited security and cost controls. It then examines two production-grade multi-agent AIOps systems our teams built on top of it, including the LangGraph (an open source multi-agent orchestration framework) state model, Retrieval-Augmented Generation (RAG) design, OpenSearch query patterns, parallel root cause analysis (RCA) with self-falsification, and the human-in-the-loop safeguards that help make agentic recovery safe in production. Code samples are illustrative and simplified for readability.

Large language models (LLMs) and AI agents have revolutionized the orchestration of complex workflows by using their ability to interact with their environment and reason through actions. Agentic AI solutions bring a new level of flexibility and intelligence, unlike traditional machine learning (ML) methods, which often need complete retraining for new tasks and struggle to […]

The Financial Services Industry (FSI) is in the midst of a significant transformation and given the key role digitization plays, electronic payments are at the epicenter of this transformation. Payments are becoming increasingly cashless, and the industry’s role in fostering inclusion has become a significant priority. Innovation and development of digital economies are supported by […]

Introduction Communications service providers (CSPs) are striving to transform their businesses to ensure success in the digital world and position themselves to be digital service providers (DSP). They understand the need to evolve their architectures to simplify the delivery of connectivity and to enable the launch of new market offers through a multidimensional open ecosystem. […]

The expansion of laboratory tests for COVID-19 have provided health systems with tools to screen for the coronavirus in their community. While some patients have tested positive for COVID-19 and were well enough to manage their symptoms and recover at home, healthcare providers have been challenged with identifying individuals who have waited longer than advisable […]

As CEO of 3Victors, a travel big data AI startup, who spent the better part of his career solving tricky digital problems by tuning software to squeeze maximum performance from racks of bare metal computers, I was more than a bit skeptical of cloud computing. First, let me provide a little insight into my company […]