A tutorial can get a developer to a first success. Their own project brings new choices: which option to use, what to avoid, and when to ask for more information. This workshop shows how an ...

GPT-6 Astra edited Qwen’s weights and raised MATH-500 from 7.9% to 48.1% in author-run tests. How weight-space programming works—and its limits.

Step 1: Understanding the Skill with Concrete Examples Skip this step only when the skill's usage patterns are already clearly understood. It remains valuable even when working with an existing skill.