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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...
Eliminating the ‘Rego tax’: How AI orchestrators automate Kubernetes compliance

Eliminating the ‘Rego tax’: How AI orchestrators automate Kubernetes compliance

by Anamika Valappil, Alekhya Koppineni | Mar 20, 2026 | AI, Trust

Manually writing OPA Rego policies is a significant bottleneck for many platform teams, creating a ‘Rego tax’ that can slow down development and introduce risk. This article introduces a new approach: a Dynamic Kubernetes Policy Generator that uses a large...

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