# Engineering sub page

Published articles for Engineering sub page.

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## How can AI simplify and accelerate user acceptance testing

DevFeed: [How can AI simplify and accelerate user acceptance testing](<https://devfeed.tech/articles/how-can-ai-simplify-and-accelerate-user-acceptance-testing-57181.md>)

Original publisher: [Read original article](<https://www.thoughtworks.com/insights/blog/generative-ai/How-can-AI-simplify-and-accelerate-user-acceptance-testing>)

Author: Anuj Arora

Published: 2025-09-24T00:00:00Z

Content type: tutorial

Language: en

Sources: [Thoughtworks Insights](<https://devfeed.tech/sources/thoughtworks-insights.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [test](<https://devfeed.tech/topics/test.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [development-process](<https://devfeed.tech/topics/development-process.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [engineering-sub-page](<https://devfeed.tech/tags/engineering-sub-page.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [large-language-models-llms](<https://devfeed.tech/tags/large-language-models-llms.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [model-context-protocol](<https://devfeed.tech/tags/model-context-protocol.md>), [product-development](<https://devfeed.tech/tags/product-development.md>), [qa](<https://devfeed.tech/tags/qa.md>), [testing](<https://devfeed.tech/tags/testing.md>)

### AI overview

The article describes user acceptance testing as a final product-release checkpoint and outlines pain points including dependence on QA teams, limited technical knowledge among business stakeholders, time pressure, and incomplete scenario coverage. It proposes using large language models and a Model Context Protocol server to improve the process, but the supplied text ends before the proposed implementation is explained.

### Source excerpt

How can AI simplify and accelerate user acceptance testing

## Tackling MCP security challenges with the MCP API delegation pattern

DevFeed: [Tackling MCP security challenges with the MCP API delegation pattern](<https://devfeed.tech/articles/tackling-mcp-security-challenges-with-the-mcp-api-delegation-pattern-57187.md>)

Original publisher: [Read original article](<https://www.thoughtworks.com/insights/blog/generative-ai/Tackling-MCP-security-challenges-with-the-MCP-API-delegation-pattern>)

Author: Steven Peh

Published: 2025-09-05T00:00:00Z

Content type: article

Language: en

Sources: [Thoughtworks Insights](<https://devfeed.tech/sources/thoughtworks-insights.md>)

Topics: [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [Security](<https://devfeed.tech/topics/security.md>), [API](<https://devfeed.tech/topics/api.md>), [Cybersecurity](<https://devfeed.tech/topics/cybersecurity.md>), [API layers](<https://devfeed.tech/topics/api-layers.md>)

Tags: [access-controls](<https://devfeed.tech/tags/access-controls.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [api](<https://devfeed.tech/tags/api.md>), [apis](<https://devfeed.tech/tags/apis.md>), [architectures](<https://devfeed.tech/tags/architectures.md>), [blog](<https://devfeed.tech/tags/blog.md>), [engineering-sub-page](<https://devfeed.tech/tags/engineering-sub-page.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [layers](<https://devfeed.tech/tags/layers.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [mcp-security](<https://devfeed.tech/tags/mcp-security.md>), [security](<https://devfeed.tech/tags/security.md>)

### AI overview

This article examines security challenges in remotely accessible Model Context Protocol servers, including unintended access, inadequate access controls, and injection risks. It recommends delegating security to existing API infrastructure instead of re-architecting resource access for MCP.

### Source excerpt

Tackling MCP security challenges with the MCP API delegation pattern