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agentic-ai
6 postsJadepuffer: The First Fully Autonomous LLM Ransomware
Sysdig researchers documented Jadepuffer, the first fully autonomous LLM ransomware that exploited a Langflow flaw to breach database servers.
airansomwaresecuritylangflowAgentic AI: Solid Upfront Design Pays Off Later
DumbQuestion.ai's new Startup Roast feature shows how solid upfront architecture saves tokens and time when extending agentic AI products.
agentic-aisoftware-architecturellmsdlcWhy the AI Bill Grows Inside the Agent Loop
Token-saving tricks barely move the needle on AI agent costs; the real spend comes from retries, agent turns, and parallel subagents. A look at Copilot's billing shift.
aiagentic-aillm-costsdeveloper-toolsHow context is managed in long-running agentic systems
A look at how Director's Journal, Critic's Review and Timeline mechanisms keep multi-agent security investigation systems coherent over long-running sessions.
aiagentic-aillmmulti-agent-systemsThe Comprehensive Guide to Agentic AI: An End-to-End Practitioner Resource
A new arXiv book covers the agentic AI stack under one roof, from LLM fundamentals to multi-agent architectures. A practical reference for engineers.
agentic-aillmragreinforcement-learningBuilding a Model-Agnostic Vulnerability Discovery Harness
Project Glasswing details a model-agnostic security harness that scans 128 repos across a fleet, avoiding lock-in to any single frontier AI model.
aisecurityllmvulnerability-scanning