# AI Coding Assistant

Published articles for AI Coding Assistant.

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## Best Practices for AI-Assisted App Development: Reviewing AI-Generated Code for Production

DevFeed: [Best Practices for AI-Assisted App Development: Reviewing AI-Generated Code for Production](<https://devfeed.tech/articles/best-practices-for-ai-assisted-app-development-reviewing-ai-generated-code-for-production-43547.md>)

Original publisher: [Read original article](<https://www.pingcap.com/blog/best-practices-for-developing-applications-with-tidb/>)

Author: Brian Foster

Published: 2026-09-09T07:00:00Z

Content type: tutorial

Language: en

Sources: [TiDB](<https://devfeed.tech/sources/tidb.md>)

Topics: [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [Development](<https://devfeed.tech/topics/development.md>), [Code](<https://devfeed.tech/topics/code.md>), [SQL](<https://devfeed.tech/topics/sql.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-applications](<https://devfeed.tech/tags/ai-applications.md>), [ai-assisted-coding](<https://devfeed.tech/tags/ai-assisted-coding.md>), [ai-coding-assistant](<https://devfeed.tech/tags/ai-coding-assistant.md>), [app-development](<https://devfeed.tech/tags/app-development.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [code](<https://devfeed.tech/tags/code.md>), [cursor](<https://devfeed.tech/tags/cursor.md>), [database](<https://devfeed.tech/tags/database.md>), [development](<https://devfeed.tech/tags/development.md>), [distributed-sql](<https://devfeed.tech/tags/distributed-sql.md>), [github-copilot](<https://devfeed.tech/tags/github-copilot.md>), [mysql](<https://devfeed.tech/tags/mysql.md>), [tidb](<https://devfeed.tech/tags/tidb.md>), [tutorial](<https://devfeed.tech/tags/tutorial.md>)

### AI overview

A review checklist for evaluating AI-generated application code, schemas, transactions, indexes, writes, and SQL before deploying it on TiDB. It explains that coding assistants often encode single-node MySQL and PostgreSQL assumptions that can cause silent correctness bugs in distributed SQL systems.

### Source excerpt

This article shows how to efficiently develop high-quality applications with TiDB, an open-source NewSQL database that supports Hybrid Transactional and Analytical Processing (HTAP) workloads and can serve as a scale-out MySQL database without manual sharding. The post Best Practices for AI-Assisted App Development: Reviewing AI-Generated Code for Production appeared first on TiDB.

## How a DJI Vacuum API Authorization Flaw Exposed Access to 7,000 Devices

DevFeed: [How a DJI Vacuum API Authorization Flaw Exposed Access to 7,000 Devices](<https://devfeed.tech/articles/your-token-proves-who-you-are-not-what-you-own-43276.md>)

Original publisher: [Read original article](<https://fusionauth.io/blog/dji-token-auth>)

Author: Brad McCarty, Dan Moore

Published: 2026-02-26T00:00:00Z

Content type: article

Language: en

Sources: [FusionAuth Blog](<https://devfeed.tech/sources/fusionauth-blog.md>)

Topics: [Authentication vs authorization](<https://devfeed.tech/topics/authentication-vs-authorization.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [Security](<https://devfeed.tech/topics/security.md>), [API](<https://devfeed.tech/topics/api.md>), [Internet of things](<https://devfeed.tech/topics/iot.md>), [MQTT](<https://devfeed.tech/topics/mqtt.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-coding-assistant](<https://devfeed.tech/tags/ai-coding-assistant.md>), [anthropic](<https://devfeed.tech/tags/anthropic.md>), [api](<https://devfeed.tech/tags/api.md>), [authentication](<https://devfeed.tech/tags/authentication.md>), [authorization](<https://devfeed.tech/tags/authorization.md>), [devices](<https://devfeed.tech/tags/devices.md>), [education](<https://devfeed.tech/tags/education.md>), [mqtt](<https://devfeed.tech/tags/mqtt.md>), [security](<https://devfeed.tech/tags/security.md>), [token](<https://devfeed.tech/tags/token.md>)

### AI overview

An engineer reverse-engineered the API for a DJI Romo robot vacuum and discovered that a valid token could access other customers' devices, including camera feeds, microphone audio, and floor maps. The incident illustrates how authentication can work while authorization fails in an IoT system.

### Source excerpt

One engineer reverse-engineered his DJI vacuum's API for fun and accidentally accessed 7,000 devices worldwide. Here's the authorization failure that made it possible -- and how to make sure it doesn't happen to you.