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Home » New scripts reveal AI agent attack reconstruction techniques
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New scripts reveal AI agent attack reconstruction techniques

Staff WriterBy Staff WriterOctober 8, 2026No Comments2 Mins Read1 Views
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Essential Insights

  1. Attackers could exploit forensic tools like OpenCode and Hermes to extract detailed activity logs, API requests, and conversation data, enabling identification of incident response strategies and AI usage patterns.
  2. Malicious actors might manipulate stored session data or logs to mislead investigators or conceal illicit AI interactions, hampering forensic accuracy.
  3. Sensitive information and secrets could be exposed through recorded tool inputs/outputs or logs if forensic artifacts are accessed or tampered with during investigations.

Threat Overview, Techniques, and Targets

The threat involves forensic review tools designed for reconstructing AI agent activity. Two scripts, opencode-chat-replay.py and hermes_forensic_extract.py, focus on gathering evidence from AI agents like Claude Code, Codex, Hermes, and others. These tools are meant for investigators, not for executing or replaying AI actions. They target stored session data, logs, and API dumps found in directories such as ~/.hermes and ~/.opencode. The scripts use SQLite databases, JSON files, and logs to compile activity evidence. They support filtering data within specific time ranges and from particular sources. There is no indication of active threat activity; instead, these scripts serve as forensic aids for investigations of AI agent usage.

Impact, Security Implications, and Remediation Guidance

These forensic tools allow detailed reconstruction of AI activity, including user prompts, assistant replies, tool calls, and API exchange records. Such data exposure can reveal sensitive information, including secrets embedded in tool inputs and outputs. Additionally, logs and API dumps can reveal operational details, which might be exploited if accessed maliciously. However, the scripts are intended for forensic review, not malicious use. To mitigate risks, organizations should restrict access to directories containing AI session data and logs. Since no specific remediation guidance is detailed in the provided content, it is recommended that organizations consult the relevant vendors or authorities for best practices in securing forensic data and logs.

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John Marcelli is a staff writer for the CISO Brief, with a passion for exploring and writing about the ever-evolving world of technology. From emerging trends to in-depth reviews of the latest gadgets, John stays at the forefront of innovation, delivering engaging content that informs and inspires readers. When he's not writing, he enjoys experimenting with new tech tools and diving into the digital landscape.

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