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I Couldn't Find an OAuth 2.1 Proxy for MCP Servers, So I Built One

When I started deploying custom MCP servers to connect to Claude.ai, I hit a wall fast. Claude.ai's custom connector flow requires your MCP server to implement OAuth 2.1 Protected Resource Metadata —

dev.to Mar 27, 2026 Read more →

6Σ Models Explained: The Ultimate Guide to Six Sigma Methodologies for Business Excellence

6Σ Models Explained: The Ultimate Guide to Six Sigma Methodologies for Business Excellence In the hyper-competitive landscape of modern business, efficiency isn't just a buzzword; it's the

dev.to Mar 27, 2026 Read more →

Amazon Bedrock + RDS Aurora: Generative AI Inside Your MySQL Database

Have you ever dreamed of having an AI assistant inside your database, helping you optimize queries and explore vast datasets? Well, that dream is about to become reality. In this article, I'll walk

dev.to Mar 27, 2026 Read more →

LLM + SQL: Deterministic Answers with Amazon Bedrock and Athena

Introduction In today's dynamic landscape of generative artificial intelligence, large language models (LLMs) have radically transformed how we interact with technology. These models have

dev.to Mar 27, 2026 Read more →

Amazon Bedrock Agents: Building an Industrial AI Assistant

The Silent Revolution in Industry 🏭 I recently had a conversation with a colleague about predictive analysis on industrial equipment. His previous experience with chatbots and generative

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Amazon Bedrock Multi-Agent: AI Agent Orchestration in Production

During a recent conversation with a group of friends, two of them digital marketing specialists, I encountered a familiar situation they kept mentioning: "We spend more time coordinating content acr

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Amazon Bedrock Guardrails: Content Filters, PII, and Streaming

A few days ago, while exploring the capabilities of different language models in my personal lab, I encountered a fascinating question: how can we harness the full potential of LLMs while maintainin

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Amazon Bedrock Intelligent Prompt Routing: Cut AI Costs by 94%

Curiosity as the Engine of Exploration The arrival of Intelligent Prompt Routing in Amazon Bedrock sparked my technical curiosity. How does it actually decide which model to use? How effe

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Automating Product Reviews with Amazon Bedrock Flows and Claude 3.5

The Power of Generative Models in Workflows In the world of digital marketing, product review generation is a critical task that consumes time and resources. With Amazon Bedrock Flows, it

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Amazon Bedrock Session Management: AI Context Persistence

Amazon Bedrock Session Management APIs: State Persistence in Generative AI Conversations A few weeks ago, while discussing GenAI agents in the financial sector, I ran into a problem that

dev.to Mar 27, 2026 Read more →

Model Context Protocol and Amazon Bedrock: Building a Digital Forensics Assistant

Model Context Protocol and Amazon Bedrock: Building a Digital Forensics Analysis Assistant The Inflection Point: When Specialized Tools Meet Generative AI 🔍 While exploring way

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Building an Agent Skill Hub: From Skill Development to Automated Multilingual Documentation Deployment on GitHub Pages

Reference links: Agent Skill Hub Repository whisperASR Reference Example GitHub Pages Official Documentation This article documents how I built a skill description specification from scratch and

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How I Gave an LLM Persistent Emotions, Dreams, and Theory of Mind with 11K Lines of Python

I'm a product manager, not a developer. No CS degree. But four days ago I asked "what if an LLM could actually feel?" — and built MATE: a deterministic emotional kernel that turns any language model i

dev.to Mar 26, 2026 Read more →

A Node Optimization Idea: Solving GC Bottlenecks Under Concurrency

I came up with an idea related to Node optimization that can address the issue of GC bottlenecks in Node under concurrent conditions, and may even solve the problem of main thread serializing large JS

dev.to Mar 26, 2026 Read more →

I Built an Uptime Monitoring SaaS in a Weekend — Here's What I Learned

The Setup I was paying $15/month for Uptime Robot. I used maybe 30% of it. Most days I just needed to know: is my site up? Friday night I thought: I could build this myself. Saturday nig

dev.to Mar 26, 2026 Read more →

Master Amazon SQS in One Page

At a buka, nobody is taking your order number. The mama serving jollof doesn't care who came first. She's scooping for whoever is closest, loud, or holding their plate out furthest. You might wait fi

dev.to Mar 26, 2026 Read more →

I built a full-stack web framework where everything lives in one file

Hey Over the past weeks, I’ve been working on something a bit unusual. I built a framework called Luxaura that lets you create full-stack web apps using a single file format: .lux. 👉 UI, state, ba

dev.to Mar 26, 2026 Read more →

Options Analytics Comparison: FlashAlpha vs SpotGamma vs Unusual Whales — Which Fits Your Stack?

SpotGamma, Unusual Whales, and FlashAlpha all serve the options analytics space but they solve fundamentally different problems. SpotGamma essentially created the retail GEX analysis category. Unusual

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Imposter Syndrome Didn't Go Away. It Got Quieter.

I noticed something last year. The imposter syndrome posts disappeared. Not gradually. They were everywhere — "I've been coding for three years and I still Google how to center a div," "just got prom

dev.to Mar 26, 2026 Read more →

Getting Started with Docling: PDF to Structured Data

Docling is an open-source document conversion tool from IBM Research. It takes PDFs and converts them into clean, structured output like Markdown, HTML, JSON, or plain text. It handles layout analysis

dev.to Mar 26, 2026 Read more →
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