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What we learned about AI agent security by monitoring our agents

Datadog Engineering · published 27 August 2026

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6 Sept 2026
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6 Sept 2026
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Department of Product
🔵 OpenAI’s Astra in Action Read at the source ↗
6 Sept 2026

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Host
https://www.datadoghq.com/blog/ai-guard/
datadoghq.com
https://securitylabs.datadoghq.com/
securitylabs.datadoghq.com
https://www.datadoghq.com/state-of-ai-engineering
datadoghq.com
The Hugging Face incident and the road ahead Read at the source ↗
openai.com
https://www.datadoghq.com/state-of-ai-engineering/
datadoghq.com
https://atlas.mitre.org/mitigations/AML.M0023
atlas.mitre.org
https://www.litellm.ai/
litellm.ai
https://securitylabs.datadoghq.com/articles/litellm-compromised-pypi-teampcp-supply-chain-campaign/
securitylabs.datadoghq.com
https://securitylabs.datadoghq.com/articles/malicious-skills-supply-chain-risks-in-coding-agents-with-dynamic-context/
securitylabs.datadoghq.com
https://www.datadoghq.com/blog/llm-guardrails-best-practices/
datadoghq.com
https://atlas.mitre.org/mitigations/AML.M0030
atlas.mitre.org
https://atlas.mitre.org/mitigations/AML.M0029
atlas.mitre.org
https://securitylabs.datadoghq.com/articles/coding-agent-project-trust-code-execution-before-first-prompt
securitylabs.datadoghq.com
https://atlas.mitre.org/mitigations/AML.M0024
atlas.mitre.org
https://docs.datadoghq.com/security/ai_guard/
docs.datadoghq.com