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I let AI agents run day-to-day operations for my food company. The real risk wasn't bad output, it was write access.
A small food company founder discovered that the primary operational risk of deploying AI agents was not incorrect outputs but unbounded write access to production systems, leading to a self-imposed architectural constraint: strict read-only access to shared data and isolated write-only sandboxes for each agent.
Aug 12, 2026
Critical Gitea Flaw Let Unauthenticated Attackers Read Server Files via Org-Mode Markup
A critical unauthenticated file-read vulnerability (CVE-2026-59774, CVSS 9.8) in Gitea versions 1.22.1–1.27.0 allowed attackers to exfiltrate arbitrary server files using only a public repository and malicious Org-mode markup — exposing sensitive data without authentication or write privileges.
Aug 5, 2026
Azure Cosmos DB Flaw Exposed Platform-Wide Key That Could Access Any Database
A critical remote code execution vulnerability (CosmosEscape) in Azure Cosmos DB's Gremlin query engine allowed sandbox escape and cross-tenant database access, now patched after disclosure by Wiz.
Jul 30, 2026
New Gitea RCE Lets Repository Writers Plant a Git Hook to Run Shell Commands
Gitea patched a critical remote code execution vulnerability (CVE-2026-60004, CVSS 9.8) allowing repository writers to execute arbitrary shell commands as the service account via malicious Git hooks.
Jul 29, 2026