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Curated developer articles, tutorials, and guides — auto-updated hourly
Rodrigo Diego1d ago • 7 min read
Building a multi-agent document-search copilot — Part 1: muddy results, and one strategy per query
Building a multi-agent document-search copilot — Part 1: muddy results, and one strategy per...
#ai#rag#architecture#bedrock
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Azeem Siddiqui2d ago • 12 min read
Putting an OpenAI-Compatible Gateway in Front of AWS Bedrock
How I gave a dev team one endpoint for Bedrock with per-developer keys, rate limiting, audit logging...
#aws#bedrock#ai#devops
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Fernando Azevedo1d ago • 10 min read
Bedrock Managed Knowledge Base: Anatomy of a Managed RAG Pipeline
Deep technical analysis of Amazon Bedrock Managed Knowledge Base: how it works internally, real fail...
#aiagents#bedrock#rag#knowledgebase
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Fernando Azevedo1d ago • 11 min read
ADR: Adopting Amazon Bedrock AgentCore in Production
An architecture decision record on adopting Bedrock AgentCore for AI agents in financial-grade envir...
#aiagents#bedrock#agentcore#adr
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Fernando Azevedo1d ago • 12 min read
Document Automation with Bedrock: A Modernization Journey
How to migrate legacy document processing pipelines to Bedrock Data Automation with human-in-the-loo...
#aiagents#bedrock#documentai#humanintheloop
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Fernando Azevedo1d ago • 10 min read
Contract Intelligence on AWS: Field-Notes Architecture
In-depth technical analysis of contract intelligence pipelines with Bedrock, RAG, Step Functions, an...
#aiagents#bedrock#rag#contracts
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Fernando Azevedo1d ago • 11 min read
Web Search on Bedrock AgentCore: An In-Depth Technical Review
Technical review of Web Search on Amazon Bedrock AgentCore: what it is, where it shines, where it hu...
#aiagents#bedrock#agentcore#agenticai
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Fernando Azevedo1d ago • 9 min read
GPT-5 vs Claude vs Nova on Bedrock: A Production Governance Bake-off
Technical comparison of GPT-5.5, Claude 3.7, and Amazon Nova on Bedrock for financial-grade systems:...
#aiagents#bedrock#gpt5#claude
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Damien Gallagher4d ago • 2 min read
Claude Fable 5 on Bedrock appears to require provider data sharing
AWS's Bedrock model card says Claude Fable 5 requires opting into provider data sharing via Bedrock'...
#ai#anthropic#aws#bedrock
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Utkarsh Rastogi2d ago • 8 min read
I Built an AI System That Reads My AWS Error Logs and Tells Me What Went Wrong (in 5 Seconds)
The Problem I run about 200 Lambda functions and a few Glue jobs in production. Every...
#ai#aws#bedrock#serverless
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Andreas Lang3h ago • 20 min read
File tools and validate: the agent's feedback loop
What this post covers This post gives the agent real work. In previous posts we just gave...
#bedrock#pydanticai#terraform#validation
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Abdullateef OGUNDIPE3d ago • 10 min read
Secure Generative AI on AWS: Amazon Bedrock, Guardrails & IAM (A Practical Guide)
TL;DR — Secure generative AI on AWS is mostly secure cloud, applied to a new kind of workload. Three...
#aws#genai#security#bedrock
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Nii Yartey Gidiglo5d ago • 8 min read
RAG Without the Plumbing: Building a Serverless Chatbot on Amazon Bedrock
Large language models remain confident even when they are incorrect. Ask a general purpose model...
#aws#serverless#rag#bedrock
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Creeta6d ago • 9 min read
Claude Code 2.1.158: Safe Execution on Bedrock, Vertex, and Azure
Claude Code 2.1.158 enables classifier-gated execution on Bedrock, Vertex AI, and Azure Foundry. One...
#claudecode#bedrock#vertexai#azurefoundry
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Fernando Azevedo1d ago • 11 min read
Agentic RAG on AWS: Architecture Bake-Off for Financial-Grade Platforms
In-depth technical bake-off of four Agentic RAG architectures on AWS — Bedrock Agents, LangGraph+EKS...
#aiagents#agenticrag#bedrock#opensearch
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Yuuki Yamashita2d ago • 5 min read
The day I gave an AI a wallet — building an approval-gated shopping agent with Sonnet 4.6, AgentCore Payments, Rakuten and Stripe
A PoC that runs Bedrock AgentCore Payments (x402 micropayments) and Rakuten + Stripe checkout from a...
#bedrock#agentcorepayments#nextjs#ai
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Yuuki Yamashita5d ago • 6 min read
Building a chat-based Marp slide generator with Next.js, Amazon Bedrock, and Lambda
I built an app that turns natural language into Marp slides through a chat interface, exports to PDF...
#aws#bedrock#nextjs#marp
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Yuuki Yamashita3d ago • 7 min read
Apex Voice v2 — Killing Hallucinations, Cutting Latency, and Landing on Caps Lock
Follow-up to my first post on Apex Voice — the macOS menu-bar voice-typing app I built with...
#aws#bedrock#bedrockagentcore#strandsagents
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Yuuki Yamashita3d ago • 5 min read
Porting Apex Voice to Windows broke at every single layer (faster-whisper + pystray + pywin32)
I ported my macOS voice-typing app Apex Voice to Windows, aiming for feature parity. Every layer of....
#aws#bedrock#python#windows
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Yuuki Yamashita5d ago • 4 min read
Voice Typing Anywhere on macOS — I Built Apex Voice with mlx-whisper, Amazon Bedrock, and Strands Agents
A weekend project that turned into a daily-driver: a macOS menu-bar app that lets you talk into any....
#aws#bedrock#macos#standsagents
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