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  5. Indirect Prompt Injection Exploits GitHub's AI Agent to Leak Private Repository Data
Indirect Prompt Injection Exploits GitHub's AI Agent to Leak Private Repository Data
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Indirect Prompt Injection Exploits GitHub's AI Agent to Leak Private Repository Data

GitLost is a prompt-injection exploit discovered by Noma Security that tricks GitHub's new Agentic Workflows into leaking private data. By embedding concealed instructions within public GitHub issues, attackers can circumvent security…

AI for developmentInfoQPublished: July 23, 2026
AI for development
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AI for developmentGitHub BlogJul 22, 2026

Copilot vs. raw API access: What are you actually paying for?

Copilot now bills usage at listed API rates. Compare direct model access with the coding workflow, policy, and harness work around it. The post Copilot vs. raw API access: What are you actually paying for? appeared first on The GitHub Blog.

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AI for development
AI for developmentInfoQJul 22, 2026

Anthropic Details How It Contains Claude Across Web, Code, and Cowork

Anthropic detailed the containment architectures it uses for Claude across its products. It argues that agent safety depends on placing deterministic limits on an agent’s filesystem, network, and execution environment rather than on…

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AI for development
AI for developmentInfoQJul 22, 2026Content in its original language: Italian

Presentation: From Copy-Paste to Composition: Building Agents Like Real Software

Jake Mannix discusses moving AI agents past chaotic "1970s BASIC" architectures. He shares how implementing an intermediate protocol layer allows engineering leaders to build versioned, encapsulated "virtual tools." This design enables…

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