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How My 8-Layer Autonomous Agentic Security Architecture Found Validated Vulnerabilities in NASA Flight Software and Google Cloud Ecosystems

Author : HM Shihabuddin Jashory (Shihab) GitHub : @jashory | ORCID / Research DOI : 10.5281/zenodo.23832719 Canonical Gist : 8-Layer-Agentic-Architecture-NASA-Google-Case-Study.md TL;DR Most automated…

  • 8-Layer Autonomous Agentic Security Architecture deployed to find vulnerabilities
  • Identified issues in NASA spacecraft flight software and Google Cloud ecosystems
  • Remediated 25 coordinated private security disclosures

Shopify Moves Its AI Agent Knowledge Base Into Merchant Admin

Shopify has moved its AI agent knowledge base from a standalone Knowledge Base app into Merchant Admin. The change consolidates information that can inform AI agent responses about a store, but it…

  • Shopify relocates AI agent knowledge base to Merchant Admin
  • January 15, 2027 deadline for old Knowledge Base app
  • Merchants review, publish, and manage transferred facts manually

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