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Designing Task-Specific AI Agents

Why focused, well-scoped AI agents beat general-purpose ones — and the four design principles we use to build them.

A pragmatic guide to the I/O layer for AI workflows — webhooks, queues, event buses, and when each pattern is the right tool.

Where AI delivers measurable ROI across HR, finance, and supply chain — with concrete patterns you can lift and reuse.

How to wire multiple agents into a coordinated process — covering planning, hand-offs, and where humans stay in the loop.

AI-driven malware is here, and signature-based defenses can’t see it. What behavior-based detection looks like in practice.

Generative AI has lowered the floor on attack sophistication. Here’s how the threat surface has changed — and what defenders should do about it.