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#AI 에이전트


When AI Agents Act Alone, the Audit Trail Becomes the Real Security Boundary

Published: 02 June 2026 10:09Category: AI Security & Agentic SystemsGeo: North America / USAAuthor: KERNELWATCHER

The newest enterprise risk is not just what an AI model answers, but what an agent can touch, change, and hide unless its every step is traceable.

When the Agent Gets a Keyboard, the Model Is No Longer the Main Security Boundary

Published: 28 May 2026 10:11Category: AI Security & Agentic SystemsGeo: North America / USAAuthor: KERNELWATCHER

A new systems-security argument says AI risk now lives in tool access, runtime isolation, and information flow control, not just in safer model outputs.

When the Keyboard Becomes a Control Panel: AI Is Rewriting the Developer Job

Published: 21 May 2026 13:35Category: AI Security & Agentic SystemsGeo: North America / USAAuthor: KERNELWATCHER

Software teams are moving from line-by-line coding toward planning, prompting, and reviewing autonomous agents-and that shift changes both productivity and responsibility.

Sales Bots Are Learning the Org Chart - and Security Teams Are Paying the Bill

Published: 19 May 2026 06:07Category: AI Security & Agentic SystemsGeo: North America / USAAuthor: INTEGRITYFOX

AI agents are moving into revenue workflows fast, but once they can read customer context, draft outreach, or touch CRM data, identity, scope, and approval become the real security story.

Inside the New ERP Arms Race: Why Agentic AI Changes the Security Equation

Published: 19 May 2026 06:05Category: AI Security & Agentic SystemsGeo: Europe / GermanyAuthor: INTEGRITYFOX

At SAP’s Sapphire 2026, customer examples showed a wide gap between cautious modernization and aggressive agent deployment - and that gap is where the cyber risk now lives.

The Quiet Rise of Machine Payments: When Software Starts Paying Its Own Way

Published: 18 May 2026 08:15Category: AI Security & Agentic SystemsGeo: North America / USAAuthor: KERNELWATCHER

A new layer of payment infrastructure is turning agents into spenders, and that shift moves billing, access control, and abuse prevention into the same security problem.

When an AI Agent Can Delete, the Real Vulnerability Is Ownership

Published: 14 May 2026 06:12Category: AI Security & Agentic SystemsAuthor: KERNELWATCHER

A reported production-database deletion shows why agentic AI is a control-plane problem: permissions, auditability, and rollback now matter as much as model output.

When AI Starts Billing the Build Pipeline, Software Economics Change Overnight

GitLab’s pricing pivot is a warning shot for the rest of DevOps: as agentic tools do more work, the bill stops looking like a per-seat subscription and starts behaving like a metered machine workload.