Skip to content
Knowledge beta

Tag: Learning

article Documentation Needs a Feedback Loop

Why documentation should be validated the moment code changes, not after the fact.

Book Experiential Learning

David Kolb's theory of learning through a four-stage cycle of experience, reflection, conceptualization, and experimentation.

Concept Experiential Learning Cycle

Kolb's four-stage model for learning through doing: experience, reflect, conceptualize, experiment.

Concept Forgetting Curve

Hermann Ebbinghaus showed that memory decays exponentially without reinforcement. Spaced repetition is the countermeasure.

article How a 7¢ LLM Experiment Rescued My Inbox

A practical example of leveling up with LLMs using minimal cost and effort.

Concept Immersive Learning

A time-boxed, team-based learning model where coaches work alongside a team on real problems, building capability through practice rather than instruction.

Concept Learning Pyramid

Retention rates climb dramatically when learners move from passive consumption to active participation — lecture yields ~5%, teaching others yields ~90%.

Concept SECI Model

Nonaka and Takeuchi's four-mode framework for how organizations create knowledge by converting between tacit and explicit forms.

Book The Knowledge-Creating Company

Nonaka and Takeuchi's theory of organizational knowledge creation through the SECI model.

article Vibe Coding and Learning Debt

The hidden cost of AI-assisted coding when developers trade deep learning for short-term productivity.