Overview Recently, I've been exploring AWS AgentCore's new capability to host Model Context Protocol (MCP) servers, and I wanted to share my experience with connecting to these remote servers as a client. The Model Context Protocol is an open standard that enables AI assistants to securely connect with external data …
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Overview In this article, I'll share my experience building an agentic chatbot on AWS using Amazon Bedrock, Amplify Gen2, and Amplify AI kit. This project, called Industry Assistant Portal, serves as an internal industry assistant that provides industry-specific AWS solutions guidance. The chatbot leverages Amazon …
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Overview This comprehensive benchmark evaluates the capabilities of 10 leading AI-powered developer tools and IDEs. The focus is on their ability to autonomously complete real-world programming tasks through natural language conversations, minimizing the need for manual coding. The evaluation excludes common features …
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Ever wished you could conjure up the perfect images for your blog posts or articles without leaving your editor? Wouldn't it be amazing to generate professional-quality visuals with just a few keystrokes while you're in your creative flow? Well, grab your virtual paintbrush because we're about to dive into how you can …
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AWS Amplify is a powerful set of tools and services for developing, hosting, and managing serverless applications. With the recent launch of Amplify Gen 212, the platform has evolved significantly to enhance the developer experience. In this guide, we'll explore nine essential tips that will help you maximize your …
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Cursor is a powerful AI-assisted programming Integrated Development Environment (IDE) that comes with built-in Large Language Model (LLM) capabilities to aid in coding. With the introduction of Amazon's Bedrock Claude 3.5 model, developers now have access to advanced alternatives. In this post, we'll explore how to set …
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In the last couple of months, I led a team to build a comprehensive and open-sourced solution that helps customers analyze clickstream events on the cloud. The solution provides data autonomy, allowing users full access to raw data, near real-time ingestion, flexible configurations, and cost-effectiveness. It is a …
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如果你平时关注科技圈的动态，那么你一定在朋友圈或直播中看到过这样的吸睛话题： 编程小白用 AI 编程，人人都能成为编程高手 零基础也能跨界开发 编程小白的逆袭：借助 AI 打造 xxx 在自媒体的推波助澜下，AI 编程已成为一种潮流，甚至被包装成人人都可掌握的技能。当然，这背后也少不了培训公司借机贩卖焦虑的推动。 随着大模型能力的持续增强，特别是 Claude Sonnet 3.5 v2 的发布，AI 编程的能力再次得到显著提升。各种 AI 编程工具和 AI IDE 层出不穷，比如 Cline（VS Code 插件）、Aider（主要支持 terminal）、Continue（VS Code 和 JetBrains 插 …
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In this post, we will explore the observability features of our clickstream solution. Observability is crucial for understanding the health of your data pipeline, identifying issues promptly, and ensuring optimal performance. We'll cover the monitoring, logging, and troubleshooting capabilities built into the solution. …
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In this post, we will explore the reporting module of our clickstream solution. This module leverages Amazon QuickSight to provide powerful visualization and analysis capabilities for clickstream data, enabling users to gain valuable insights from their data. Overview The reporting module is engineered to be flexible, …
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