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Field notes on agent security.

Technical perspectives, emerging threats and lessons for teams bringing AI agents into production.

ARTICLE · 29 MIN READ

OpenAI Hugging Face Incident: Timeline and Analysis

What happened in the July 2026 OpenAI Hugging Face incident: a sourced timeline, confirmed impact, attack techniques and lessons for securing AI agents.

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ARTICLE · 5 MIN READ

When AI Lies to You: Excessive Agency & Tool Misuse

Discover how excessive AI agency leads to tool misuse and SSRF attacks. Learn how Ackuity runtime guardrails secure autonomous AI agent workflows.

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ARTICLE · 4 MIN READ

The Puppeteer's Strings: Direct, Indirect, and Cross-Prompt Injections (XPIA)

Ackuity CEO Rajat Mohanty decodes XPIA and explains how Agent Execution Guardrails stop prompt injection threats before the malicious payload executes

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ARTICLE · 4 MIN READ

Mitigating Vector and Embedding Weaknesses

Explore the OWASP Top 10 risks for LLM applications in 2025, highlighting critical security threats like prompt injection, data poisoning, and model vulnerabilities.

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ARTICLE · 3 MIN READ

Rolling out M365 Copilot? Beware of Overshared Content

Learn how to prevent overshared content risks in M365 Copilot rollouts with real-time visibility and control for secure, compliant productivity gains.

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ARTICLE · 2 MIN READ

The State of Security Observability in Agentic Platforms

Discover how security observability is evolving in agentic platforms learn what data is vital for threat detection & how mature today’s ecosystem truly is.

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ARTICLE · 3 MIN READ

Detecting XPIA (Cross Prompt Injection Attacks)

Learn how to detect and prevent Cross Prompt Injection Attacks (XPIA) in emails, documents, and databases using advanced monitoring techniques.

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ARTICLE · 2 MIN READ

Monitoring Agentic Tool Use with Observability Data

How agent traces and observability data reveal tool misuse, risky SQL commands and unusual actions across LangChain and Microsoft Copilot Studio.

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ARTICLE · 3 MIN READ

Top 10 Gen AI Security Risks

Discover the top 10 security risks in GenAI applications, including data breaches, prompt injection, and privacy issues, and learn how to mitigate them.

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ARTICLE · 3 MIN READ

Where Ackuity Fits Into GenAI Security

Learn how Ackuity enhances GenAI security by ensuring secure interactions, access control, compliance, and monitoring across AI applications and enterprise systems.

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