Ad Hoc Learning

Ad hoc learning is a self-directed, informal approach to skill acquisition where developers learn on-the-fly to solve immediate problems or tasks, often using quick research, experimentation, and trial-and-error. It contrasts with structured learning methods like formal courses or planned study, focusing instead on just-in-time knowledge gathering. This methodology is common in fast-paced development environments where rapid adaptation and problem-solving are required.

Also known as: Just-in-time learning, On-the-fly learning, Informal learning, Self-directed learning, Problem-based learning

Why learn Ad Hoc Learning?

Developers should use ad hoc learning when facing unfamiliar technologies, debugging complex issues, or needing to implement features quickly without prior expertise, as it allows for immediate application and iterative improvement. It is particularly valuable in agile development, prototyping, and when working with emerging tools where formal resources may be limited. However, it should be balanced with more systematic learning for foundational knowledge to avoid knowledge gaps.

Learning Resources

• docs: Ad Hoc Learning in Software Development
• course: Just-in-Time Learning: A Practical Guide
• video: The Art of Self-Directed Learning
• docs: Informal Learning in the Workplace