Amazon

Amazon published a developer walkthrough demonstrating a serverless object detection pipeline that runs the multimodal foundation model Amazon Nova 2 Lite through Amazon Bedrock, using AWS Lambda and Amazon API Gateway

Amazon released technical guidance for Nova Forge users on tuning hyperparameters to specialize large language models on proprietary data while preserving general instruction‑following and reasoning capabilities.

Baz built a Spec Review agent that uses large language models on Amazon Bedrock and the Amazon Bedrock AgentCore runtime to automatically verify that code changes meet product and design requirements, shifting visual

AgentCore Identity now accepts ARNs of preconfigured AWS Secrets Manager secrets for Outbound credential provider resources, letting teams reuse managed secrets and retain encryption, rotation, tags, replication,

A new walkthrough shows Amazon Quick Research using LLMs to ingest, index and synthesize biomedical data for pediatric sarcoma research, producing cited, versioned reports.

OpenAI frontier models GPT-5.5 and GPT-5.4, and the Codex coding agent, are now generally available on Amazon Bedrock.

AgentCore Gateway for Bedrock has been extended to centralize Model Context Protocol (MCP) functionality — aggregating tools, prompts and resources into a single endpoint — while adding runtime discovery, stateful

A hands‑on walkthrough shows a lakehouse insurance claims agent that layers declarative Cedar policies with per‑call Lambda interceptors to constrain tool use, enforce geography‑based access and record auditable policy

An AWS Machine Learning Blog walkthrough demonstrates integrating a KDB‑X MCP server on Amazon EC2 with Amazon Quick so conversational inputs are translated into SQL and Python tool calls that execute against kdb+

A technical walkthrough describes building a lightweight Python Flask proxy behind an Application Load Balancer to let legacy enterprise clients call Amazon SageMaker MLflow endpoints over standard HTTPS, avoiding

Azercell Telecom and the AWS Generative AI Innovation Center developed a production — ready Azerbaijani large language model on Amazon SageMaker AI, delivering a six-week training framework and runtime gains

A technical demonstration shows Amazon Quick Flows integrated with Snowflake Cortex via the Model Context Protocol (MCP) to automate anti‑money laundering alert triage, cutting investigation time in the demo from 30 — 90

A technical guide by the platform team, co-authored with Karan Singh, consolidates LangChain and Anthropic learnings into a practical evaluation workflow that pairs LangSmith tooling with Amazon Bedrock and includes

An AWS Machine Learning Blog walkthrough describes an end-to-end observability setup that brings per‑GPU infrastructure metrics and sampled LLM quality signals together in CloudWatch and Amazon Managed Grafana to help

A how-to post walks through a reference architecture for embedding the Amazon SageMaker AI MLflow Apps UI inside a custom, SSO-integrated portal using a React front end, a Flask SigV4 proxy, an ALB, and AWS CDK

NarrateAI is an AI conversational assistant that delivers context — rich, persona — aware business intelligence to Sales, Marketing and Global Services (SMGS) leaders on demand, built with Amazon Bedrock AgentCore

Verizon Connect deployed an agentic AI pipeline that turns 1.2 million active vehicle subscriptions and more than 500 million daily telemetry points across 80,000 indicators into targeted, human‑readable insights

AWS Sales built Field Advisor on Amazon Bedrock AgentCore to centralize orchestration of more than 20 domain — specific agents, reducing context — switching and unifying workflows for sales representatives.

A technical guide supplies a reference implementation for a campaign review workflow that demonstrates parallel reasoning, persistent context, and traceable execution across multiple agents.

AgentWatch is an ambient monitoring agent that runs recurring infrastructure checks every 15 minutes across multiple AWS accounts, summarizes CloudWatch metrics, logs and alarms, delivers actionable Slack reports,

AWS demonstrates that combining the open-source Strands Agents SDK, AWS services (including Amazon Bedrock), and the Kiro IDE lets developers prototype a functional AI research assistant in about 30 lines of Python.

A technical post explains how Nova Sonic, Bedrock AgentCore Runtime (including AgentCore Gateway) and the open‑source Strands BidiAgent can be combined in three architectural patterns — tool, agent‑as‑tool (sub‑agent),

A new technical guide demonstrates how to combine Stream’s Vision Agents open‑source framework with Amazon Nova 2 Sonic on Amazon Bedrock and Stream’s Edge Network to build production‑ready, low‑latency real‑time voice

The Bee wrist wearable records, transcribes and auto-summarizes conversations for daylong note-taking, but transcription gaps and broad app permissions raise privacy and accuracy questions.