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Test an AI Agent Before It Talks to Customers: The Complete Guide to Agent Evaluation

Test an AI Agent Before It Talks to Customers: The Complete Guide to Agent Evaluation

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7 min read
Automating CodeCommit PR Reviews with Amazon Bedrock: 986 Reviews in 10 Weeks, $0.18 Each, and What We Could Not Measure

Automating CodeCommit PR Reviews with Amazon Bedrock: 986 Reviews in 10 Weeks, $0.18 Each, and What We Could Not Measure

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13 min read
Testing Claude Prompt Outputs with Node.js Built‑in test Runner: A Simple, Real‑World Guide

Testing Claude Prompt Outputs with Node.js Built‑in test Runner: A Simple, Real‑World Guide

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7 min read
Structured outputs for every Claude model on Amazon Bedrock: schema-valid JSON, plus an EKS alert-triage example

Structured outputs for every Claude model on Amazon Bedrock: schema-valid JSON, plus an EKS alert-triage example

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6 min read
Access control and cost monitoring for LLM models on AWS Bedrock

Access control and cost monitoring for LLM models on AWS Bedrock

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5 min read
Claude Opus In-Region, Pegasus Video Extraction, and a Next.js RCE You Need to Patch Today

Claude Opus In-Region, Pegasus Video Extraction, and a Next.js RCE You Need to Patch Today

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5 min read
Hard-Earned Lessons from Building an Enterprise Agent on Amazon Bedrock

Hard-Earned Lessons from Building an Enterprise Agent on Amazon Bedrock

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6 min read
Field Notes: 25 seconds to detect and hand off. Nothing executes until a human says yes.

Field Notes: 25 seconds to detect and hand off. Nothing executes until a human says yes.

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10 min read
Bedrock Prompt Shortening: 6 optimizations, 0 changes, a fake +45%

Bedrock Prompt Shortening: 6 optimizations, 0 changes, a fake +45%

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19 min read
Step Functions + Claude Tool Calls: Orchestrate AI Agents Without Lambda, Explained Simply

Step Functions + Claude Tool Calls: Orchestrate AI Agents Without Lambda, Explained Simply

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8 min read
Claude Code on AWS Bedrock: Setup + Every Error You'll Hit (And How to Fix It)

Claude Code on AWS Bedrock: Setup + Every Error You'll Hit (And How to Fix It)

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3 min read
A Field Guide to Beating Amazon Bedrock Throttling

A Field Guide to Beating Amazon Bedrock Throttling

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9 min read
Stop Managing GPUs. Use the AWS Bedrock Converse API - One Python API, Hundreds of LLMs

Stop Managing GPUs. Use the AWS Bedrock Converse API - One Python API, Hundreds of LLMs

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3 min read
Bedrock Guardrails Explained Simply: How to Enforce Safe LLM Outputs in Node.js

Bedrock Guardrails Explained Simply: How to Enforce Safe LLM Outputs in Node.js

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7 min read
Build an Agentic AI Workflow on AWS: Generative AI for Production Automation

Build an Agentic AI Workflow on AWS: Generative AI for Production Automation

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7 min read
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