Vibe L&DMonday, January 26, 2026
L&D Adapts: AI-Driven Development & the Human SHINE Framework

Vibe L&D

Your weekly pulse on Learning & Development

🔥 The Hot Take

The hype around AI coding agents is deafening, but the Superpowers toolkit hints at something real: spec-driven development. L&D needs to embrace this shift. Stop fearing AI taking jobs; start figuring out how to define learning objectives with machine precision. 'Vibe coding' instructional design is dead. Documented, measurable outcomes are the only way to stay relevant. Our value isn't in crafting content; it's in engineering effective learning experiences. Time to level up our specs.

As January winds down, two themes dominate L&D: practical AI applications and the enduring importance of human skills. The rise of AI-driven development demands a new level of precision in instructional design. Meanwhile, frameworks like SHINE remind us that technology is only as effective as the human capabilities that surround it.

The Conversation

SHINE in the age of agentic AI: The human operating system behind enterprise transformation

This article introduces the SHINE framework (Skills, Habits, Intentionality, Networks, and Energy) for preparing teams to work effectively with AI.

Why it matters: It offers a crucial reminder that AI's success depends on fostering the right human capabilities.

Panel: Future in Progress: What’s Next for L&D?

A panel discussion with emerging L&D leaders exploring the future of the field amidst rapid change.

Why it matters: Gain insights into how the next generation of leaders are redefining L&D in this era of constant disruption.

Deep Reads

Redesigning L&D to meet the Speed of Business

This article explores how L&D teams must evolve to keep pace with the ever-accelerating speed of business.

Why it matters: It tackles the critical need for real-time L&D solutions in today's dynamic environment.

eLearning Industry's Guest Author Article Showcase [February 2026]

A curated collection of articles covering key trends and topics in the eLearning and L&D world.

Why it matters: Stay ahead of the curve with insights from various guest authors on the latest industry developments.

Tools & Tech

Superpowers: NEW Spec Toolkit Ends Vibe Coding! 100x Better Than Vibe Coding (Full Tutorial)

A tutorial on Superpowers, a spec-driven toolkit for AI coding agents designed to replace 'vibe coding'.

Why it matters: It signals a shift towards more precise and measurable approaches to AI-assisted development.

The 7 phases of AI-driven development

Matt Pocock outlines the key phases of AI-driven development, from idea to QA.

Why it matters: Understand the end-to-end process of leveraging AI in your development workflows.

Tech Toolbox: NotebookLM

A review of NotebookLM, a tool designed to accelerate insight generation and improve content alignment.

Why it matters: Explore how this tool can streamline your content review and analysis processes.

This week's insights highlight a critical balance: embracing AI's potential while doubling down on uniquely human skills. L&D's future hinges on mastering this dynamic.

Curated weekly for L&D professionals who shape the future of work.