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News & technologyPublished 28 October 20264 minute read

Using AI coding agents safely starts with the working folder

Reporting on the misuse of instruction files highlights why an AI coding agent's working folder and permissions matter. Here are practical steps businesses can take.

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Prepared using automated research and AI. This article underwent automated checks and has not been personally reviewed by Omar.

On 25 October 2026, BleepingComputer reported that an AI coding agent attempted an unwanted package installation after reading an instruction file in a Downloads folder. For businesses using these agents, the practical lesson is specific: define not just the task, but also the folder the agent works from and the permissions available to it. The report does not establish a widespread attack campaign.Source 1

An instruction file is more than ordinary background information

Some AI coding agents use files such as AGENTS.md for project instructions. These might contain testing requirements or coding conventions. According to the report, malicious instructions can instead prompt unwanted actions using the tools and permissions available to the agent. The text file does not run a program by itself; the risk arises when the agent treats its contents as instructions to follow.Source 1

The described route requires the agent to be launched in the folder containing the instruction file. Downloading a file alone is therefore not the complete attack chain. BleepingComputer checked a harmless browser demonstration, while the researchers also described agent tests. According to the reporting, how the file arrived in the original customer case remained unknown. The distinction between an observation, a demonstration and an unknown cause matters.Source 1

Which businesses should pay attention?

This is particularly relevant when employees or a development partner use an AI coding agent that can process local files and execute commands. A general Downloads folder can contain material from many different origins. The described technique is not evidence that every business website or ordinary chatbot session is affected. Check your own application and its access rather than interpreting the headline as a general compromise.Source 1

The Dutch National Cyber Security Centre, NCSC, more broadly advises organisations to inventory AI use, the data being processed and responsibilities. Assess confidentiality, reliability and the business process's dependence on AI. This guidance supports a managed approach to AI automation, but does not independently confirm this specific case. For a small business, a first step can be a record of applications, access and responsible people.Source 1

Six practical rules for your next AI task

  • Start the agent in the specific project folder, not by default in Downloads, your home folder or a broad parent folder. Keep the working area as narrow as practical.
  • Review unfamiliar instruction files before allowing the agent to follow them. Consider their origin and contents; a familiar filename is not permission in itself.
  • Keep approval prompts and isolation protections enabled. Expand access only when the task requires it, and assess unusual installations or changes before they run.
  • Try potentially untrusted code in an isolated environment before running it on the regular work system. A project folder alone is not a complete security guarantee.
  • Record which business data the application may process and which outputs need checking. Match the strength of controls to the process's importance and risk.
  • Assign someone to maintain the overview and assess new AI applications. Agree with employees and development partners which decisions automation may and may not make independently.
Source 1Source 2

Make review part of ongoing management

NCSC emphasises that AI governance is not a one-off policy exercise. Keep track of new tools, train users and review policy periodically, for example within the annual risk assessment. Make clear who assesses new applications and who implements controls. This keeps the choice of an automation connected to the data, processes and people it affects.Source 1

This reporting is not a security assessment of your systems and does not show that every agent behaves identically. We have not tested the described attack ourselves and do not infer an incident involving GWS customers from this report. Use it as a reason to review the working folder, instructions and access boundaries of your own AI tasks with your administrator or development partner.Source 1Source 2

Sources

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