AI Agents

Explore the cutting-edge world of AI agents—autonomous software programs designed to streamline tasks, make decisions, and deliver intelligent solutions across industries. By enhancing large language models (LLMs), agents bridge the gap between AI potential and real-world, industry-specific applications, enabling tailored solutions for healthcare, finance, e-commerce, and beyond.

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Illustration of a small, determined knight in weathered medieval armor and a bucket helmet, wearing a tattered red cape, striding across barren cracked earth with sword drawn, surrounded by a swirling cloud of scattered wooden alphabet letters representing Token Guard, a GitHub Action that monitors and guards against token context bloat in AI coding agent workflows by counting the tokens in LLM instruction files committed to repositories."
February 10, 2026 • Frank Valcarcel

Token Guard: Keeping Your Agent Context Lean in CI

Token Guard is a GitHub Action that counts tokens in your agent context files and enforces limits in CI. Here’s why we check agent context into our repos, and why keeping it lean matters for team collaboration.

The Pydantic.ai logo features a stylized pink starfish or sea star icon next to black text reading 'PydanticAI' against a gradient background that transitions from cyan to soft lavender. This elegant, minimal design reflects the framework's focus on clean, structured AI development. The vibrant gradient background suggests the dynamic and innovative nature of this new agent framework from the creators of Pydantic, while maintaining a professional tech aesthetic.
December 11, 2024 • Frank Valcarcel

Pydantic.ai: Building Smarter, Type-Safe AI Agents

The team that brought type safety to Python web development with Pydantic has just unveiled their take on AI development: Pydantic.ai. This new framework reimagines how we build AI applications by bringing Pydantic’s legendary validation capabilities to the world of Large Language Models.

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