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Collection of articles by AWS Developer Advocates

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Articles written by current and past AWS Developer Advocates to help people interested in building on AWS. Opinions are each author's own.

How to Test AI Agents for Production Failures Before Your Users Do

How to Test AI Agents for Production Failures Before Your Users Do

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9 min read
Self-Improving AI Agents: Turn Repeated Reasoning Into Tools the Agent Writes Itself

Self-Improving AI Agents: Turn Repeated Reasoning Into Tools the Agent Writes Itself

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8 min read
Why AI Agents Fail at Multi-Step Tasks — and How to Catch the Silent Failure

Why AI Agents Fail at Multi-Step Tasks — and How to Catch the Silent Failure

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7 min read
How to Stop Prompt Injection in AI Agents That Read Untrusted Content

How to Stop Prompt Injection in AI Agents That Read Untrusted Content

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7 min read
Stop AI Agent Hallucinations: Validate Before the Agent Writes to Memory

Stop AI Agent Hallucinations: Validate Before the Agent Writes to Memory

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7 min read
My AI Sports Analyst: How I Wake Up to World Cup Insights Every Morning

My AI Sports Analyst: How I Wake Up to World Cup Insights Every Morning

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10 min read
Understanding Tools in the Agentic Framework

Understanding Tools in the Agentic Framework

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10 min read
Resolve incidents faster with Skills in AWS DevOps Agent

Resolve incidents faster with Skills in AWS DevOps Agent

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10 min read
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