Key skills and capabilities for building and working with AI agents effectively.
Claude workflow best for agent orchestration to build robust apps https://gist.github.com/pcphil/a84e85dda5eda3190971a1bf90f9b285
Crafting effective prompts to guide AI models toward desired outputs. Includes techniques like chain-of-thought, few-shot examples, and system prompts.
Designing multi-step agent pipelines that break complex tasks into manageable sub-tasks with tool use and decision-making.
Testing AI systems for vulnerabilities, adversarial robustness, and alignment failures through systematic adversarial evaluation.