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Claude Haiku 4.5

Home » Claude Haiku 4.5

AI-Powered Support Ticket Analyzer with Claude on Amazon Bedrock

2026-09-03T02:37:31+00:00

The AI-Powered Support Ticket Analyzer uses Claude on Amazon Bedrock to classify, prioritize, summarize, and route customer support tickets. It helps determine whether a ticket can receive an AI-generated response or requires human review. Support teams often receive a mix of billing concerns, technical issues, account-access problems, product questions, and feature requests. Before anyone can respond, each ticket usually needs to be understood, prioritized, and routed to the right path. In this project, we will build an AI-powered support ticket analyzer using Claude Haiku 4.5 on Amazon Bedrock. Instead of performing only basic ticket classification, the workflow analyzes each ticket [...]

AI-Powered Support Ticket Analyzer with Claude on Amazon Bedrock2026-09-03T02:37:31+00:00

Building Diffender: A Serverless AI Security Reviewer for GitHub Pull Requests with Amazon Bedrock

2026-07-13T20:55:30+00:00

A pull request can pass its tests, satisfy its acceptance criteria, and still expose a production credential in one line of code. Diffender is an Amazon Bedrock pull request reviewer built to identify that kind of risk before the change reaches the main branch. However, human review remains essential, and its depth can vary with workload, time pressure, and security experience. Meanwhile, deterministic scanners provide valuable coverage, although their findings are not always presented in a form that developers can immediately understand and act on. Diffender adds another layer to that review process. It is a serverless GitHub bot that [...]

Building Diffender: A Serverless AI Security Reviewer for GitHub Pull Requests with Amazon Bedrock2026-07-13T20:55:30+00:00

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