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Non-Human Identity: Securing the Credentials AI Agents Use to Act
Every AI agent that takes real action is a non-human identity — a service account, API key, or OAuth token with permissions of its own. A practical look at secrets sprawl, over-privilege, and prompt injection, and how least-privilege, short-lived, revocable credentials make agent actions safe and accountable.
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Scaling Agentic AI: Turning Successful Pilots Into Production Systems
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Self-Healing Automation: How AI Agents Adapt When Interfaces Change
Self-healing automation lets AI agents notice when a UI element moves or changes, find it again on their own, and keep working. A practical look at the healing loop, three generations from locators to semantics, where agentic reasoning goes further, and what it still cannot fix.
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Vertical AI Agents: Why Domain-Specific Models Beat Generalists for Business ROI
For most business work, a smaller model tuned to one domain now beats a general-purpose giant. A practical look at why vertical AI agents win on accuracy, cost, and compliance — and how to adopt them without overbuilding.
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Edge AI Hosting: On-Device and Hybrid Deployment for AI Agents
Most AI agents still live in the cloud, but a growing class of work is moving to the device and the network edge. A practical look at why edge AI hosting wins on latency, cost, privacy, and resilience — the three edge layers, what a hosting platform provides, and when to keep an agent local.
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