You've built this agent before

Harness Week focuses on developing a standard library for building AI agents with Pydantic AI, emphasizing the importance of modular capabilities that can be easily integrated without extensive framework changes. Unlike a "batteries-included" approach, which imposes numerous pre-made decisions, Pydantic AI offers a slim core with an official capability library, allowing developers to add self-contained bundles of tools as needed. This approach is exemplified by Vstorm, an agency that has successfully produced over thirty AI systems using Pydantic AI, contributing open-source packages to the community. The capability matrix includes nearly forty capabilities across nine categories, addressing common challenges faced by AI agents, such as context management and security. The Pydantic AI framework, with its public capabilities API, allows for flexibility and adoption of both first-party and community-developed capabilities, fostering a collaborative ecosystem where agents are constructed from standard parts, much like traditional services.

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