Tagged articles

Amazon Bedrock

48 articles · Page 1 of 1

Jul 25, 2026 · Artificial Intelligence

Claude Opus 5 Arrives on Bedrock: Boosted Code Generation, Persistent Agents, and Zero‑Data Retention

Claude Opus 5, Anthropic's latest Opus‑class model, is now available on Amazon Bedrock and the Claude Platform, offering stronger code‑generation, long‑running agent capabilities, enhanced document understanding, and default zero‑data‑retention to meet enterprise governance while providing detailed setup and API usage guidance.

AI agentsAmazon BedrockAnthropic

0 likes · 10 min read

Claude Opus 5 Arrives on Bedrock: Boosted Code Generation, Persistent Agents, and Zero‑Data Retention

Amazon Cloud Developers

Jul 14, 2026 · Artificial Intelligence

Faster, More Stable, Token‑Efficient: GPT‑5.6 Arrives with Three Fully Available Models

OpenAI’s GPT‑5.6 series—Sol, Terra and Luna—are now on Amazon Bedrock, delivering higher per‑token intelligence, lower latency and cost, benchmark‑record scores, and enterprise‑grade security features such as zero‑operator access and prompt‑caching discounts.

Amazon BedrockEnterprise SecurityGPT-5.6

0 likes · 9 min read

Faster, More Stable, Token‑Efficient: GPT‑5.6 Arrives with Three Fully Available Models

Amazon Cloud Developers

Jul 1, 2026 · Artificial Intelligence

Claude Sonnet 5 Now Available: Stronger, More Stable AI for Programming and Agents

Claude Sonnet 5 is officially released on Amazon Bedrock and the Claude Platform, offering near‑Opus performance for programming, autonomous agents, and professional workloads at Sonnet‑level pricing, with detailed integration steps, code examples, and real‑world use‑case guidance for AI engineers.

AI modelAgentAmazon Bedrock

0 likes · 10 min read

Claude Sonnet 5 Now Available: Stronger, More Stable AI for Programming and Agents

Machine Heart

Jun 25, 2026 · Industry Insights

Is Fable 5 Returning? New Claude Code Strings and a Shift in Anthropic Negotiations

After a US export ban forced Claude Fable 5 offline, recent binary string changes, Amazon Bedrock listings, and a swap of Anthropic's negotiator from Dario Amodei to Tom Brown suggest the model may re‑emerge, likely integrated into existing subscription tiers rather than as a standalone product.

AI policyAmazon BedrockAnthropic

0 likes · 6 min read

Is Fable 5 Returning? New Claude Code Strings and a Shift in Anthropic Negotiations

Amazon Cloud Developers

Jun 2, 2026 · Artificial Intelligence

Quickly Get Started with OpenAI GPT‑5.5, GPT‑5.4, and Codex on Amazon Bedrock

Amazon Bedrock now offers OpenAI’s latest GPT‑5.5, GPT‑5.4, and Codex models, and this guide walks developers through enabling the Responses API, configuring environment variables, installing the OpenAI SDK, and running Python or curl examples, while highlighting performance characteristics, scaling behavior, and best‑practice settings.

Amazon BedrockCodexGPT-5.4

0 likes · 9 min read

Quickly Get Started with OpenAI GPT‑5.5, GPT‑5.4, and Codex on Amazon Bedrock

Amazon Cloud Developers

May 27, 2026 · Artificial Intelligence

Cut Costs and Boost Accuracy in Flight‑Change Processing with Amazon Nova & Strands Agents

This article details a complete, production‑ready solution for extracting structured flight‑change information from multilingual, unstandardized airline emails using Amazon Nova, Strands Agents, and Amazon Bedrock AgentCore, covering architecture, prompt design, code implementation, model benchmarking, cost analysis, deployment, observability, and continuous evaluation.

Amazon BedrockFlight Change ExtractionPrompt Engineering

0 likes · 23 min read

Cut Costs and Boost Accuracy in Flight‑Change Processing with Amazon Nova & Strands Agents

Amazon Cloud Developers

May 25, 2026 · Artificial Intelligence

Configure Claude Cowork with Amazon Bedrock in 10 Minutes (No Anthropic Account Required)

This step‑by‑step guide shows how to set up Claude Cowork to use Amazon Bedrock as its inference backend—without registering an Anthropic account—by installing the desktop client, generating a Bedrock API key, enabling Developer Mode, configuring third‑party inference, editing the config file to unlock 1 M‑token context, and handling common issues on macOS and Windows.

1M contextAI assistantAWS

0 likes · 16 min read

Configure Claude Cowork with Amazon Bedrock in 10 Minutes (No Anthropic Account Required)

Amazon Cloud Developers

May 20, 2026 · Artificial Intelligence

AgentCore Memory’s Philosophy: Teaching Agents to Forget and Remember What Matters

This article explains Amazon Bedrock AgentCore Memory’s two‑layer design that separates raw interactions from extracted insights, details built‑in, override and self‑managed strategies, shows Python configuration and three demo scenarios that illustrate cross‑session continuity, semantic deduplication, and episodic reflection, and discusses namespace organization, retrieval settings, and failure handling.

AI agentsAgentCoreAmazon Bedrock

0 likes · 12 min read

AgentCore Memory’s Philosophy: Teaching Agents to Forget and Remember What Matters

Amazon Cloud Developers

May 6, 2026 · Artificial Intelligence

From Apps to AI Agents: How the Development Paradigm Is Shifting

The article analyzes how software is evolving from static applications to goal‑driven AI agents, detailing the looped decision process, hierarchical architecture, multi‑agent collaboration, semantic data handling, memory as a knowledge system, and the cloud‑native deployment challenges of cost, security, and state management.

AI agentsAmazon BedrockCloud Native

0 likes · 11 min read

From Apps to AI Agents: How the Development Paradigm Is Shifting

Amazon Cloud Developers

Apr 22, 2026 · Artificial Intelligence

Building a Multi‑Expert Data Agent with OpenClaw: From Single‑Agent Answers to Collaborative Analysis

As data volumes grow, enterprises struggle to locate and interpret information quickly, so this article proposes a Data Agent built on OpenClaw that uses Amazon Bedrock and Snowflake experts to autonomously explore data, collaborate across domains, and deliver insights from a simple natural‑language query.

AIAmazon BedrockData Agent

0 likes · 11 min read

Building a Multi‑Expert Data Agent with OpenClaw: From Single‑Agent Answers to Collaborative Analysis

Amazon Cloud Developers

Apr 16, 2026 · Artificial Intelligence

Taming Token Explosion in OpenClaw Agents via Harness‑Based Observability, Memory & Skills

The article analyses OpenClaw’s rapid popularity and the resulting token‑explosion issue, classifies its causes into injection, repetition and black‑box types, then details how Harness‑level observability, layered memory management and progressive skill disclosure can monitor and cut token waste, with concrete Amazon Bedrock metrics and implementation tips.

AI agentsAmazon BedrockMemory Management

0 likes · 27 min read

Taming Token Explosion in OpenClaw Agents via Harness‑Based Observability, Memory & Skills

Amazon Cloud Developers

Apr 13, 2026 · Artificial Intelligence

Deploy AI Agents from Business Requirements to Amazon Bedrock in Hours with Kiro

This article shows how to use Kiro IDE to turn business needs into AI Agent solutions, generate SPEC‑driven documentation, and deploy the agents on Amazon Bedrock AgentCore, covering the AI‑driven development workflow, architecture choices, code examples, deployment steps, and common troubleshooting tips.

AI agentsAgentCoreAmazon Bedrock

0 likes · 35 min read

Deploy AI Agents from Business Requirements to Amazon Bedrock in Hours with Kiro

DataFunSummit

Apr 9, 2026 · Artificial Intelligence

How Agentic AI Is Shaping the Future: Trends, Challenges, and AWS Solutions

Agentic AI is emerging as the next evolution of large‑language‑model applications, with horizontal use cases maturing and vertical deployments still nascent; this article examines market trends, five key implementation pain points, and how AWS’s Strands Agents SDK and Amazon Bedrock AgentCore address them through real‑world finance and biomedical case studies.

AWSAmazon BedrockCase study

0 likes · 13 min read

How Agentic AI Is Shaping the Future: Trends, Challenges, and AWS Solutions

Amazon Cloud Developers

Apr 1, 2026 · Artificial Intelligence

Achieving Pro‑Level Vision Detection with Minimal Cost: Fine‑Tuning Amazon Nova Lite

By fine‑tuning Amazon Nova Lite 1.0 on Amazon Bedrock, the study demonstrates how a small training dataset can dramatically improve instruction following and reduce detection boxes—up to 92% fewer—while achieving Pro‑grade accuracy in aerial group detection and low‑light monitoring, all at a fraction of the cost.

Amazon BedrockAmazon Nova LiteCost Efficiency

0 likes · 20 min read

Achieving Pro‑Level Vision Detection with Minimal Cost: Fine‑Tuning Amazon Nova Lite

Amazon Cloud Developers

Mar 30, 2026 · Artificial Intelligence

How to Build a Real‑Time Voice AI Agent That Understands and Acts for Fast‑Fashion E‑Commerce

The article analyzes the challenges of fast‑fashion e‑commerce customer service and presents a cloud‑native, real‑time, bidirectional‑speech architecture built on Amazon Nova 2 Sonic, Strands Agents, and AgentCore Runtime, showing how it achieves low latency, interruptibility, actionable responses, and production‑grade security while supporting multi‑language, multi‑region deployments.

AgentCore RuntimeAmazon BedrockE‑commerce Customer Service

0 likes · 28 min read

How to Build a Real‑Time Voice AI Agent That Understands and Acts for Fast‑Fashion E‑Commerce

Amazon Cloud Developers

Mar 25, 2026 · Artificial Intelligence

Build a Scalable E‑commerce Agent in Under 2 Hours with Amazon Bedrock AgentCore

This guide shows how fast‑fashion e‑commerce teams can use Amazon Bedrock AgentCore MCP Server to accelerate the development, configuration, testing, and deployment of a reliable, extensible AI customer‑service agent, cutting setup time from hours of documentation reading to minutes of instant code generation.

AI agentsAgentCoreAmazon Bedrock

0 likes · 26 min read

Build a Scalable E‑commerce Agent in Under 2 Hours with Amazon Bedrock AgentCore

Amazon Cloud Developers

Mar 2, 2026 · Artificial Intelligence

How AgentCore Uses Multi‑Agent AI to Turn E‑commerce Data into Actionable Insights

The article explains how enterprises can overcome the "massive data, scarce insight" paradox in e‑commerce by adopting a multi‑agent architecture built on LangGraph and Amazon Bedrock AgentCore, detailing the system’s layered design, state management, end‑to‑end QBR report generation, and production‑grade deployment steps.

AgentCoreAmazon BedrockLangGraph

0 likes · 21 min read

How AgentCore Uses Multi‑Agent AI to Turn E‑commerce Data into Actionable Insights

Amazon Cloud Developers

Feb 12, 2026 · Big Data

Stop Struggling with Flink Monitoring: Strands Agents Provide AI‑Driven Analysis & Optimization

The article explains how traditional Flink monitoring suffers from scattered metrics, manual root‑cause analysis, and lack of actionable advice, and introduces a cloud‑native system built on Strands Agents and Amazon Bedrock that automatically collects metrics, performs LLM‑powered analysis, generates optimization recommendations, and interacts with users via natural‑language dialogue and real‑time streaming output.

AI monitoringAmazon BedrockApache Flink

0 likes · 12 min read

Stop Struggling with Flink Monitoring: Strands Agents Provide AI‑Driven Analysis & Optimization

Amazon Cloud Developers

Feb 10, 2026 · Artificial Intelligence

How RAG‑MCP Cuts Prompt Tokens by Up to 74% While Boosting Accuracy

This article presents a rigorous, multi‑dimensional evaluation of the RAG‑MCP framework versus a full‑tool MCP approach on Amazon Bedrock, showing up to 74% token reduction, higher tool‑selection accuracy, lower latency, and better scalability for large tool sets.

Amazon BedrockLLMRAG

0 likes · 21 min read

How RAG‑MCP Cuts Prompt Tokens by Up to 74% While Boosting Accuracy

Amazon Cloud Developers

Jan 26, 2026 · Artificial Intelligence

How AgentCore Episodic Memory Makes AI Agents Smarter Over Time

Amazon Bedrock AgentCore introduces episodic memory that records an agent's goals, reasoning steps, actions, results and reflections, enabling agents to recall past experiences, avoid repeated mistakes, and continuously improve performance across complex multi‑step tasks, as demonstrated by benchmark experiments.

AI AgentAgentCoreAmazon Bedrock

0 likes · 26 min read

How AgentCore Episodic Memory Makes AI Agents Smarter Over Time

Amazon Cloud Developers

Jan 22, 2026 · Artificial Intelligence

How Amazon’s New Bedrock and SageMaker Features Cut AI Agent Costs and Speed Up Customization

The article explains how Amazon Bedrock’s reinforced fine‑tuning and SageMaker AI’s new serverless model‑customization dramatically lower the cost and latency of AI agents, delivering up to a 73% accuracy boost and shrinking model‑building cycles from months to days for enterprises of any size.

AI AgentAmazon BedrockAmazon SageMaker

0 likes · 9 min read

How Amazon’s New Bedrock and SageMaker Features Cut AI Agent Costs and Speed Up Customization

Amazon Cloud Developers

Jan 20, 2026 · Artificial Intelligence

Boost Model Accuracy by 66% with Amazon Bedrock Reinforcement Fine‑Tuning

Amazon Bedrock’s new reinforcement fine‑tuning feature lets developers create smaller, faster, more accurate models—up to 66% higher accuracy—without deep ML expertise or large labeled datasets, offering automated workflows, two reward‑based learning options (RLVR and RLAIF), and built‑in security for cost‑effective model customization.

AIAmazon BedrockModel Customization

0 likes · 10 min read

Boost Model Accuracy by 66% with Amazon Bedrock Reinforcement Fine‑Tuning

Amazon Cloud Developers

Jan 9, 2026 · Artificial Intelligence

How AgentCore’s Four New Features Simplify Deploying Trustworthy AI Agents

Amazon Bedrock’s AgentCore introduces four preview‑stage capabilities—fine‑grained Policy, continuous Evaluations, long‑term Memory, and bidirectional Runtime streaming—each illustrated with real‑world use cases that boost efficiency, cut costs, and improve operational control for large‑scale AI agents.

AI agentsAgentCoreAmazon Bedrock

0 likes · 16 min read

How AgentCore’s Four New Features Simplify Deploying Trustworthy AI Agents

Amazon Cloud Developers

Jan 8, 2026 · Artificial Intelligence

18 New Open‑Source Models on Amazon Bedrock—Switch Without Code Changes

Amazon Bedrock now offers 18 additional fully managed open‑source models from providers such as Google, Mistral AI, NVIDIA and OpenAI, bringing the total to nearly 100 serverless models; the new offerings include Mistral Large 3 and three Ministral 3 variants optimized for edge deployment, and can be accessed via a unified API without modifying existing application code or infrastructure, while Amazon’s Guardrails and evaluation tools help ensure security and compliance.

AI InferenceAmazon BedrockMistral AI

0 likes · 6 min read

18 New Open‑Source Models on Amazon Bedrock—Switch Without Code Changes

Amazon Cloud Developers

Dec 31, 2025 · Artificial Intelligence

How Monus AI Cuts Search Costs by 34% with Amazon Bedrock AgentCore

Monus AI leverages Amazon Bedrock AgentCore and a five‑level agent architecture to recognize consumer decision stages with 94% accuracy, boost data‑processing speed threefold, slash overall processing cost by 80%, and reduce response time by 60%, fundamentally reshaping e‑commerce AI search.

Agent ArchitectureAgentCoreAmazon Bedrock

0 likes · 10 min read

How Monus AI Cuts Search Costs by 34% with Amazon Bedrock AgentCore

Amazon Cloud Developers

Dec 25, 2025 · Information Security

Agentic AI Security Guide: Protecting Privacy and Enhancing Reliability

This article analyzes the unique security threats introduced by Agentic AI—such as memory poisoning, tool abuse, and MCP server vulnerabilities—then presents a layered mitigation framework, practical Secure SDLC recommendations, and concrete Amazon Bedrock Guardrails code examples to help engineers build trustworthy, resilient Agentic AI systems.

AI securityAmazon BedrockGuardrails

0 likes · 37 min read

Agentic AI Security Guide: Protecting Privacy and Enhancing Reliability

Amazon Cloud Developers

Dec 22, 2025 · Information Security

How to Secure Agentic AI: Identity Authentication and Authorization Strategies

This guide analyzes recent Agentic AI security incidents, explains core identity concepts, compares 2‑leg and 3‑leg OAuth flows, highlights the confused‑deputy problem, and presents Amazon Bedrock AgentCore Identity solutions with concrete code and deployment steps to build a trustworthy end‑to‑end authentication and authorization system.

Amazon BedrockIdentity ManagementMCP

0 likes · 28 min read

How to Secure Agentic AI: Identity Authentication and Authorization Strategies

Amazon Cloud Developers

Dec 16, 2025 · Artificial Intelligence

Why Agent Prototypes Stall and How AgentCore Enables Scalable Enterprise AI

The article explains how the focus of enterprise AI has shifted to autonomous agents, why many prototypes fail to scale due to infrastructure gaps, and how Amazon Bedrock AgentCore combined with Anthropic's Claude provides the model capability and production‑grade services needed for real‑world deployments, illustrated by Cox Automotive and Druva case studies.

AI infrastructureAgentCoreAmazon Bedrock

0 likes · 20 min read

Why Agent Prototypes Stall and How AgentCore Enables Scalable Enterprise AI

Amazon Cloud Developers

Dec 15, 2025 · Artificial Intelligence

Can AI Handle 90% of Data‑Protection Tasks? Multi‑Agent Assistant Cuts Time 70%

Druva’s multi‑agent AI assistant, built on Amazon Bedrock AgentCore, lets users resolve up to 90% of routine data‑protection tasks via natural‑language chat, shrinking backup‑failure troubleshooting from hours to minutes and delivering a 70% overall efficiency gain, backed by detailed performance evaluations.

AIAgentCoreAmazon Bedrock

0 likes · 16 min read

Can AI Handle 90% of Data‑Protection Tasks? Multi‑Agent Assistant Cuts Time 70%

Amazon Cloud Developers

Dec 12, 2025 · Artificial Intelligence

Breaking Agent Silos: AgentCore Runtime Now Supports the A2A Protocol

Amazon Bedrock AgentCore Runtime has added native support for the Agent‑to‑Agent (A2A) protocol, enabling AI agents built with different frameworks to discover each other, share capabilities, and collaborate securely across cloud and edge environments, with a step‑by‑step guide and a real‑world monitoring use case.

A2A protocolAI agentsAgentCore Runtime

0 likes · 21 min read

Breaking Agent Silos: AgentCore Runtime Now Supports the A2A Protocol

Amazon Cloud Developers

Dec 4, 2025 · Artificial Intelligence

Building Reliable, Efficient AI Agents: Key Takeaways from Swami’s re:Invent 2025 Talk

Swami Sivasubramanian’s re:Invent 2025 keynote outlines a four‑pillar framework—Easy to Build, Efficiency, Trust, Reliability—to move AI agents from POC jail to production, detailing innovations such as Strands Agents SDK, Amazon Nova Act’s 90% reliability, Bedrock’s +66% fine‑tuning accuracy, Episodic Memory, and Reinforcement Fine‑Tuning, all backed by real‑world demos and benchmark results.

AI agentsAWSAmazon Bedrock

0 likes · 16 min read

Building Reliable, Efficient AI Agents: Key Takeaways from Swami’s re:Invent 2025 Talk

Amazon Cloud Developers

Nov 25, 2025 · Artificial Intelligence

Flagship AI Performance at One‑Third Cost: Claude Opus 4.5 on Amazon Bedrock

Claude Opus 4.5, now on Amazon Bedrock, delivers flagship‑level AI capabilities for coding, agent development, and office automation at roughly one‑third the cost of its predecessor, outperforming Sonnet 4.5 and Opus 4.1 on benchmarks such as SWE‑bench (80.9%) and MMMU (80.7%), while offering tool‑search, tool‑example support, and flexible effort settings for production‑grade agents.

AI agentsAmazon BedrockClaude Opus 4.5

0 likes · 14 min read

Flagship AI Performance at One‑Third Cost: Claude Opus 4.5 on Amazon Bedrock

Amazon Cloud Developers

Nov 21, 2025 · Cloud Computing

How Amazon Bedrock’s Three New Service Tiers Let You Balance Performance and Cost

Amazon Bedrock introduces three service tiers—Priority, Standard, and Flex—enabling developers to match AI workload requirements with the appropriate performance level and cost, supported by concrete usage examples, a selection framework, and monitoring guidance.

AI workloadAmazon BedrockOpenAI API

0 likes · 7 min read

How Amazon Bedrock’s Three New Service Tiers Let You Balance Performance and Cost

Amazon Cloud Developers

Nov 17, 2025 · Cloud Computing

How Direct Code Deployment with AgentCore Runtime Accelerates Agent Development

This article compares Amazon Bedrock AgentCore's container‑based and direct‑code deployment options, walks through a step‑by‑step Python example of the zip‑deployment workflow, and shows how the latter can cut iteration time from 30 seconds to about 10 seconds while simplifying setup.

AgentCore RuntimeAmazon BedrockContainer Deployment

0 likes · 11 min read

How Direct Code Deployment with AgentCore Runtime Accelerates Agent Development

Amazon Cloud Developers

Nov 14, 2025 · Information Security

End-to-End Walkthrough: How AgentCore Identity Secures AI Agent Interactions

AgentCore Identity, an Amazon Bedrock service, offers centralized agent identity management, secure token storage, native OAuth 2.0 support, and fine-grained access control, enabling AI agents to authenticate users, retrieve and store credentials safely, and perform actions such as scheduling Google Calendar events through a detailed end-to-end flow.

AI Agent SecurityAgentCore IdentityAmazon Bedrock

0 likes · 14 min read

End-to-End Walkthrough: How AgentCore Identity Secures AI Agent Interactions

Amazon Cloud Developers

Oct 31, 2025 · Artificial Intelligence

Build Accurate AI Apps Without Complex RAG: Introducing Amazon Nova Web Grounding

Amazon Nova Web Grounding is an out‑of‑the‑box RAG tool for Amazon Bedrock that automatically retrieves and cites up‑to‑date information, reduces hallucinations, and lets developers create accurate, real‑time AI applications using simple Python code.

AI ApplicationsAmazon BedrockAmazon Nova

0 likes · 8 min read

Build Accurate AI Apps Without Complex RAG: Introducing Amazon Nova Web Grounding

Amazon Cloud Developers

Oct 30, 2025 · Artificial Intelligence

Quick Start: Secure, Scalable Agent Identity with AgentCore Identity

This guide walks through Amazon Bedrock senior architect Prasanna Sridharan's video demo of AgentCore Identity, showing how to centrally manage AI agent identities, tokens, and API keys, integrate with Amazon Cognito and OAuth, use the AgentCore SDK for runtime permissions, and apply scoped access control in real-world scenarios.

AI agentsAgentCore IdentityAmazon Bedrock

0 likes · 2 min read

Quick Start: Secure, Scalable Agent Identity with AgentCore Identity

Amazon Cloud Developers

Oct 23, 2025 · Artificial Intelligence

Boosting AI Agents with AgentCore Memory: A Long‑Term Memory System

The article explains how Amazon Bedrock AgentCore Memory transforms AI agents from short‑term responders into continuously learning entities by extracting valuable insights, integrating them intelligently, handling edge cases, supporting custom strategies, and delivering high compression rates and low latency for large‑scale deployments.

AI agentsAgentCore MemoryAmazon Bedrock

0 likes · 17 min read

Boosting AI Agents with AgentCore Memory: A Long‑Term Memory System

Amazon Cloud Developers

Oct 17, 2025 · Artificial Intelligence

Scaling, Optimizing, and Monitoring Healthcare AI Agents with Amazon Bedrock AgentCore

The article explains how Amazon Bedrock AgentCore enables healthcare providers to deploy AI agents at scale, integrate securely with FHIR‑based systems, meet HIPAA compliance, and streamline tasks such as vaccination appointment scheduling through a detailed architecture, workflow steps, pricing model, and future enhancements.

AgentCoreAmazon BedrockFHIR

0 likes · 14 min read

Scaling, Optimizing, and Monitoring Healthcare AI Agents with Amazon Bedrock AgentCore

Amazon Cloud Developers

Oct 15, 2025 · Artificial Intelligence

From PoC to Production: Build a Full‑Featured Customer Support Agent with Amazon Bedrock AgentCore

This article walks through turning a simple proof‑of‑concept customer‑support AI agent into a production‑ready system by leveraging Amazon Bedrock AgentCore services—Memory, Gateway, Identity, Observability, and Runtime—while requiring only minimal code changes and no months of custom infrastructure work.

AI AgentAgentCoreAmazon Bedrock

0 likes · 30 min read

From PoC to Production: Build a Full‑Featured Customer Support Agent with Amazon Bedrock AgentCore

Amazon Cloud Developers

Oct 14, 2025 · Artificial Intelligence

Secure, Reliable, and Scalable AI Agent Deployments with Amazon Bedrock AgentCore

Amazon Bedrock AgentCore delivers an end‑to‑end, enterprise‑grade platform for building, deploying, and operating AI agents, offering built‑in security, observability, memory, tool integration, and runtime scaling that lets organizations move agents from pilot to production at scale.

AI agentsAgentCoreAmazon Bedrock

0 likes · 13 min read

Secure, Reliable, and Scalable AI Agent Deployments with Amazon Bedrock AgentCore

Amazon Cloud Developers

Sep 30, 2025 · Artificial Intelligence

Claude Sonnet 4.5 Arrives: Efficiently Deploy Production‑Grade Agents for Long‑Context Tasks

Claude Sonnet 4.5 is now available on Amazon Bedrock, offering upgraded agent capabilities such as tool use, memory management, and extended context handling, with new API features like smart window management, automatic tool‑record cleanup, and cross‑dialog memory, demonstrated through a Python Boto3 example that generates a detailed digital‑transformation plan.

AI agentsAmazon BedrockBoto3

0 likes · 9 min read

Claude Sonnet 4.5 Arrives: Efficiently Deploy Production‑Grade Agents for Long‑Context Tasks

Amazon Cloud Developers

Sep 19, 2025 · Artificial Intelligence

DeepSeek‑V3.1 Launches on Amazon Bedrock: Fully Managed Model with Dual Reasoning Modes

DeepSeek‑V3.1 arrives on Amazon Bedrock as a fully managed foundation model offering two inference modes, improved benchmark performance over DeepSeek‑R1, support for over 100 languages, enhanced tool‑calling and agent capabilities, and detailed guidance for secure enterprise deployment.

Amazon BedrockDeepSeek-V3.1Foundation Model

0 likes · 7 min read

DeepSeek‑V3.1 Launches on Amazon Bedrock: Fully Managed Model with Dual Reasoning Modes

Amazon Cloud Developers

Sep 16, 2025 · Artificial Intelligence

Elegant Solution to Prompt Bloat: Semantic Retrieval of Tools for Efficient LLM Inference

The article explains how the limited context window of large language models causes prompt bloat when many tool descriptions are embedded, and presents the RAG‑MCP architecture that stores tool metadata in a vector database, uses semantic retrieval to select only the most relevant tools, dramatically shortens prompts, and improves inference speed and tool‑call accuracy.

Amazon BedrockLLMMCP

0 likes · 25 min read

Elegant Solution to Prompt Bloat: Semantic Retrieval of Tools for Efficient LLM Inference

Amazon Cloud Developers

Sep 15, 2025 · Artificial Intelligence

Amazon Bedrock Enables One‑Stop SEO: From Keyword Mining to AI‑Generated Content

This article walks through a complete, low‑cost SEO pipeline built on Amazon Bedrock’s generative AI, covering automated keyword extraction, search‑intent analysis, product‑vector matching with FAISS, and AI‑driven content creation within a serverless, event‑driven architecture that scales efficiently while reducing manual effort.

Amazon BedrockFAISSSEO automation

0 likes · 16 min read

Amazon Bedrock Enables One‑Stop SEO: From Keyword Mining to AI‑Generated Content

Amazon Cloud Developers

Sep 12, 2025 · Artificial Intelligence

Fine‑Tune Amazon Nova Canvas in 12 Hours for Consistent, Cohesive AI Storyboards (Part 2)

This guide shows how to fine‑tune the Amazon Nova Canvas foundation model on Amazon Bedrock using a 12‑hour workflow that extracts character frames from video with Amazon Rekognition, prepares labeled data, configures hyper‑parameters, creates a custom model, deploys it with provisioned throughput, and tests the model to generate coherent storyboard images, while also covering cleanup steps to avoid ongoing costs.

AI storyboardAmazon BedrockAmazon Nova Canvas

0 likes · 17 min read

Fine‑Tune Amazon Nova Canvas in 12 Hours for Consistent, Cohesive AI Storyboards (Part 2)

Amazon Cloud Developers

Sep 5, 2025 · Artificial Intelligence

Cut Search Time by 30% and Boost Accuracy 80% with Amazon Bedrock for Financial Data Retrieval

Amazon Finance built an AI assistant that combines Amazon Bedrock, Claude 3 Sonnet, and Amazon Kendra to let analysts query financial data in natural language, achieving a 30% reduction in search time, an 80% increase in accuracy, and high precision and recall across data‑discovery and document‑search tasks.

AI assistantAmazon BedrockAmazon Kendra

0 likes · 20 min read

Cut Search Time by 30% and Boost Accuracy 80% with Amazon Bedrock for Financial Data Retrieval

DataFunSummit

Jan 11, 2025 · Artificial Intelligence

Generative AI Applications, MLOps, and LLMOps: A Comprehensive Overview

This article presents a detailed overview of generative AI lifecycle management, covering practical use cases such as email summarization, the roles of providers, fine‑tuners and consumers, MLOps/LLMOps processes, retrieval‑augmented generation, efficient fine‑tuning methods like PEFT, and Amazon Bedrock services for model deployment and monitoring.

Amazon BedrockLLMOpsMLOps

0 likes · 14 min read

Generative AI Applications, MLOps, and LLMOps: A Comprehensive Overview