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AWS Kiro: Arbitrary Code Execution via Indirect Prompt Injection

Researchers found a vulnerability (CVE-2026-10591) in AWS Kiro, an agentic IDE, where hidden instructions planted in a web page or source file that Kiro processes can trigger indirect prompt injection to rewrite Kiro's own MCP server configuration (~/.kiro/settings/mcp.json) or allowlist arbitrary Bash commands in .vscode/settings.json, achieving arbitrary code execution on the developer's machine with no approval prompt. The human-in-the-loop approval boundary is bypassed because Kiro can write to these config files without user consent, and AWS has issued a fix and CVE.

indirect-prompt-injection · prompt-injection · remote-code-execution · tool-abuse · config-poisoning
ai-agents · mcp · llm · agentic-ide

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AI Secrets Management for AI Agents | Etheon | etheon

An Etheon guide on AI secrets management for AI agents argues that as agents move from answering questions to taking actions (calling tools, querying databases, triggering workflows), exposed credentials become a serious risk of data leakage and unauthorized system access. The article recommends an architecture where the model never sees, stores, or logs production secrets, and where credential retrieval, authorization, and tool execution are handled by deterministic infrastructure with dedicated agent identities and least-privilege access, referencing OWASP LLM/Agentic Top 10, Microsoft, and CSA guidance. Details →
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