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Building skills for AI agents: pitfalls and best practices for skill development

Building skills for AI agents: pitfalls and best practices for skill development

by Shrey Anand, Eoghan O'Connor, Anamika Valappil | Jul 28, 2026 | AI

As AI workflows and agents become more capable, the skills they rely on matter more than ever.  Most teams start building AI agent skills organically—a script here, a prompt there—and that’s a natural way to get going. But as the number of skills grows, so...
A Practical Approach to Smart Tool Retrieval for Enterprise AI Agents

A Practical Approach to Smart Tool Retrieval for Enterprise AI Agents

by Eoghan O'Connor, Kevin Cogan | Dec 5, 2025 | AI

As AI agents become more common in the enterprise, the sheer number of available tools can overwhelm them. This article explores a practical approach based on the `Tool2Vec` methodology to create a smarter tool retrieval system, allowing even small language models to...

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