# chainguard for ai

Published articles for chainguard for ai.

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## Preparing for Mythos: Practical advice for engineering teams

DevFeed: [Preparing for Mythos: Practical advice for engineering teams](<https://devfeed.tech/articles/preparing-for-mythos-practical-advice-for-engineering-teams-13203.md>)

Original publisher: [Read original article](<https://www.chainguard.dev/unchained/preparing-for-mythos-practical-advice-for-engineering-teams>)

Published: 2026-05-26T00:00:00Z

Content type: opinion

Language: en

Sources: [Chainguard: Unchained](<https://devfeed.tech/sources/chainguard-unchained.md>)

Topics: [ai security](<https://devfeed.tech/topics/ai-security.md>), [Security](<https://devfeed.tech/topics/security.md>), [anthropic](<https://devfeed.tech/topics/anthropic.md>), [exploit chaining](<https://devfeed.tech/topics/exploit-chaining.md>), [Vulnerabilities](<https://devfeed.tech/topics/vulnerabilities.md>), [open-source-security](<https://devfeed.tech/topics/open-source-security.md>), [cURL](<https://devfeed.tech/topics/curl.md>)

Tags: [advice](<https://devfeed.tech/tags/advice.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-security](<https://devfeed.tech/tags/ai-security.md>), [ai-vulnerability-remediation](<https://devfeed.tech/tags/ai-vulnerability-remediation.md>), [anthropic](<https://devfeed.tech/tags/anthropic.md>), [article](<https://devfeed.tech/tags/article.md>), [chainguard-containers](<https://devfeed.tech/tags/chainguard-containers.md>), [chainguard-for-ai](<https://devfeed.tech/tags/chainguard-for-ai.md>), [chainguard-libraries](<https://devfeed.tech/tags/chainguard-libraries.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [exploit-chaining](<https://devfeed.tech/tags/exploit-chaining.md>), [exploits](<https://devfeed.tech/tags/exploits.md>), [mythos](<https://devfeed.tech/tags/mythos.md>), [secure-by-default](<https://devfeed.tech/tags/secure-by-default.md>), [security](<https://devfeed.tech/tags/security.md>), [vulnerabilities](<https://devfeed.tech/tags/vulnerabilities.md>), [work](<https://devfeed.tech/tags/work.md>)

### AI overview

This opinion assesses the security implications of Anthropic's Mythos model and argues that defenders should use AI-assisted methods to identify and remediate vulnerabilities. It says Mythos appears especially capable at exploiting vulnerabilities and chaining exploits, while a test on curl found one new non-critical vulnerability.

### Source excerpt

Anthropic's Mythos raises the stakes for software security. Learn how to survive faster exploits with secure-by-default supply chains and AI-assisted defense.

## 2026: The year of AI-assisted attacks

DevFeed: [2026: The year of AI-assisted attacks](<https://devfeed.tech/articles/2026-the-year-of-ai-assisted-attacks-12853.md>)

Original publisher: [Read original article](<https://www.chainguard.dev/unchained/2026-the-year-of-ai-assisted-attacks>)

Published: 2026-04-14T00:00:00Z

Content type: article

Language: en

Sources: [Chainguard: Unchained](<https://devfeed.tech/sources/chainguard-unchained.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Cybercrime](<https://devfeed.tech/topics/cybercrime.md>), [Hacking](<https://devfeed.tech/topics/hacking.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [ChatGPT](<https://devfeed.tech/topics/chatgpt.md>), [Malware](<https://devfeed.tech/topics/malware.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-assisted-attacks](<https://devfeed.tech/tags/ai-assisted-attacks.md>), [ai-containers](<https://devfeed.tech/tags/ai-containers.md>), [axios](<https://devfeed.tech/tags/axios.md>), [breach](<https://devfeed.tech/tags/breach.md>), [chainguard-for-ai](<https://devfeed.tech/tags/chainguard-for-ai.md>), [chatgpt](<https://devfeed.tech/tags/chatgpt.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [code](<https://devfeed.tech/tags/code.md>), [cybercrime](<https://devfeed.tech/tags/cybercrime.md>), [llm](<https://devfeed.tech/tags/llm.md>), [malicious-packages](<https://devfeed.tech/tags/malicious-packages.md>), [malwhere](<https://devfeed.tech/tags/malwhere.md>), [mythos](<https://devfeed.tech/tags/mythos.md>), [phishing](<https://devfeed.tech/tags/phishing.md>), [telnyx](<https://devfeed.tech/tags/telnyx.md>), [trivy](<https://devfeed.tech/tags/trivy.md>)

### AI overview

The article argues that AI-assisted attacks became more capable and accessible in 2025. It describes how ChatGPT, Claude Code, and other LLM-backed systems enabled nontechnical individuals and lone actors to conduct attacks previously associated with skilled hackers or organized teams, while citing increases in malicious packages, cloud intrusions, and AI-generated phishing.

### Source excerpt

AI is lowering the barrier to cybercrime. Learn why attacks are rising fast, and how eliminating entire classes of supply chain risk is the only path forward.

## AI is finding vulnerabilities faster than anyone can patch them. Now what?

DevFeed: [AI is finding vulnerabilities faster than anyone can patch them. Now what?](<https://devfeed.tech/articles/ai-is-finding-vulnerabilities-faster-than-anyone-can-patch-them-now-what-12867.md>)

Original publisher: [Read original article](<https://www.chainguard.dev/unchained/ai-is-finding-vulnerabilities-faster-than-anyone-can-patch-them-now-what>)

Published: 2026-04-10T00:00:00Z

Content type: opinion

Language: en

Sources: [Chainguard: Unchained](<https://devfeed.tech/sources/chainguard-unchained.md>)

Topics: [Vulnerabilities](<https://devfeed.tech/topics/vulnerabilities.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [supply-chain-security](<https://devfeed.tech/topics/supply-chain-security.md>), [Claude](<https://devfeed.tech/topics/claude.md>), [anthropic](<https://devfeed.tech/topics/anthropic.md>), [Maintainers](<https://devfeed.tech/topics/maintainers.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Exploit](<https://devfeed.tech/topics/exploit.md>), [Operating system](<https://devfeed.tech/topics/operating-system.md>), [browser](<https://devfeed.tech/topics/browser.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [anthropic](<https://devfeed.tech/tags/anthropic.md>), [attacks](<https://devfeed.tech/tags/attacks.md>), [chainguard-for-ai](<https://devfeed.tech/tags/chainguard-for-ai.md>), [claude](<https://devfeed.tech/tags/claude.md>), [claude-mythos-preview](<https://devfeed.tech/tags/claude-mythos-preview.md>), [cves](<https://devfeed.tech/tags/cves.md>), [exploit](<https://devfeed.tech/tags/exploit.md>), [maintainers](<https://devfeed.tech/tags/maintainers.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [project-glasswing](<https://devfeed.tech/tags/project-glasswing.md>), [security](<https://devfeed.tech/tags/security.md>), [software-supply-chain](<https://devfeed.tech/tags/software-supply-chain.md>), [software-supply-chain-security](<https://devfeed.tech/tags/software-supply-chain-security.md>), [supply-chain-attacks](<https://devfeed.tech/tags/supply-chain-attacks.md>), [vulnerabilities](<https://devfeed.tech/tags/vulnerabilities.md>)

### AI overview

The article argues that AI systems such as Claude Mythos Preview are discovering zero-day vulnerabilities faster than organizations and open-source maintainers can patch them. It describes the resulting risks for software supply chains, including faster exploitation, uneven vendor response, and increased pressure on maintainers, while presenting verifiable-source, secure-by-default artifacts as a defensive approach.

### Source excerpt

Project Glasswing and Claude Mythos Preview reveal a surge in zero-days. Learn why reactive patching fails and how secure-by-default supply chains keep you safe.

## Protect your AI workloads from supply chain attacks

DevFeed: [Protect your AI workloads from supply chain attacks](<https://devfeed.tech/articles/protect-your-ai-workloads-from-supply-chain-attacks-13205.md>)

Original publisher: [Read original article](<https://www.chainguard.dev/unchained/protect-your-ai-workloads-from-supply-chain-attacks>)

Published: 2026-01-30T00:00:00Z

Content type: article

Language: en

Sources: [Chainguard: Unchained](<https://devfeed.tech/sources/chainguard-unchained.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Containers](<https://devfeed.tech/topics/containers.md>), [chainguard](<https://devfeed.tech/topics/chainguard.md>), [Vulnerabilities](<https://devfeed.tech/topics/vulnerabilities.md>), [AI Strategy](<https://devfeed.tech/topics/ai-strategy.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Security](<https://devfeed.tech/topics/security.md>), [PyTorch](<https://devfeed.tech/topics/pytorch.md>), [Tensorflow](<https://devfeed.tech/topics/tensorflow.md>), [MLOps](<https://devfeed.tech/topics/mlops.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-containers](<https://devfeed.tech/tags/ai-containers.md>), [chainguard](<https://devfeed.tech/tags/chainguard.md>), [chainguard-containers](<https://devfeed.tech/tags/chainguard-containers.md>), [chainguard-for-ai](<https://devfeed.tech/tags/chainguard-for-ai.md>), [chainguard-libraries](<https://devfeed.tech/tags/chainguard-libraries.md>), [containers](<https://devfeed.tech/tags/containers.md>), [cudnn](<https://devfeed.tech/tags/cudnn.md>), [cves](<https://devfeed.tech/tags/cves.md>), [data-processing](<https://devfeed.tech/tags/data-processing.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [kserve](<https://devfeed.tech/tags/kserve.md>), [legacy](<https://devfeed.tech/tags/legacy.md>), [libraries](<https://devfeed.tech/tags/libraries.md>), [mlops](<https://devfeed.tech/tags/mlops.md>), [nemo](<https://devfeed.tech/tags/nemo.md>), [ollama](<https://devfeed.tech/tags/ollama.md>), [python](<https://devfeed.tech/tags/python.md>), [pytorch](<https://devfeed.tech/tags/pytorch.md>), [security](<https://devfeed.tech/tags/security.md>), [security-vulnerabilities](<https://devfeed.tech/tags/security-vulnerabilities.md>), [supply-chain](<https://devfeed.tech/tags/supply-chain.md>), [supply-chain-attacks](<https://devfeed.tech/tags/supply-chain-attacks.md>), [zero-cve-containers](<https://devfeed.tech/tags/zero-cve-containers.md>)

### AI overview

The article discusses security and operational challenges in AI/ML workloads, including complex dependencies, bloated artifacts, infrastructure sprawl, and unremediated CVEs. It presents Chainguard Containers' minimal images for AI workloads as a way to reduce attack surface, storage needs, and deployment overhead, and cites a 50 MB gpu-operator image compared with a 170 MB upstream equivalent.

### Source excerpt

Chainguard secures AI adoption with minimal, zero-CVE containers and source-built libraries that prevent supply chain malware while keeping developers fast.