Vibe L&DSunday, March 22, 2026
AI Skills Surge: Agentic Coding, Readiness Debt, and Visual Agents

Vibe L&D

Your weekly pulse on Learning & Development

🔥 The Hot Take

The hype around AI in L&D is deafening, but a crucial question remains unanswered: are we building skills, or just shiny new toys? This week's content highlights the urgent need to move beyond surface-level AI integration. We must focus on developing genuine AI fluency within our teams. That means upskilling L&D pros in prompt engineering, model evaluation, and ethical AI deployment, otherwise we are simply creating an unmanageable 'readiness debt' that will bankrupt our learning organizations.

This week, AI dominated the L&D conversation. From agentic coding to visual agents, the focus is on practical applications, but also on the risks of 'readiness debt' if implementation outpaces understanding.

The Conversation

The Growing Readiness Debt In L&D

Organizations risk accumulating "readiness debt" as AI accelerates content creation. Without measurement, version control, and follow-through, learning fails to drive real behavior change.

Why it matters: Avoid superficial AI adoption by designing for measurable impact from the start.

From AI access to workforce readiness

Outdated mindsets and playbooks can undermine AI's potential. Learning leaders must adapt their strategies to ensure the workforce is truly ready for AI integration.

Why it matters: Equipping employees with the right AI tools is only half the battle; mindset matters.

Preparing L&D Teams for Agentic AI with Adrienne Smith of Samsara

Adrienne Smith from Samsara discusses how AI is reshaping L&D.

Why it matters: Get a practitioner's insights into the real-world impact of AI on learning teams.

Deep Reads

How Generative AI Is Reshaping Workplace Learning

eLearning must shift from tool training to judgment-building, role-based simulations, and performance impact in AI-augmented environments.

Why it matters: Focus on skills that complement AI, not replicate its functions.

Why Corporate Training Solutions Don't Scale In Large Enterprises—And Where AI Can Help

AI, guided by human-led design, can help overcome scaling challenges in corporate training caused by recurring demand, vendor fragmentation, and slow development cycles.

Why it matters: Explore how AI can streamline your training operations and improve efficiency.

Tools & Tech

D-ID Launches V4 Expressive Visual Agents For Real-Time AI Interaction

D-ID's V4 avatars offer low-latency, cost-effective performance, expressive delivery, and consistent identity for real-time engagement and long-form enterprise videos.

Why it matters: Consider the potential of AI-driven visual agents to enhance learner engagement.

Workday and Sana Unveil A Bold New Strategy For AI

Workday announced a bold AI strategy around its new technology platform Sana.

Why it matters: Understand how major platforms are integrating AI to personalize and enhance the learning experience.

Learn AI Coding the Right Way (No Vibe Coding) | New Playlist | CampusX

This playlist is a guide to Agentic Coding (AI-assisted software development) using Claude Code.

Why it matters: Upskill your team in AI-assisted development to accelerate learning content creation.

Watch List

Keeping Generative AI Under Control In Learning Design

Generative AI can speed up learning design but may produce inaccurate outputs. Implementing specific practices keeps AI productive and under control.

Why it matters: Establish clear guidelines and validation processes for AI-generated content.

AI is Here: The Top 5 Skills Employers Need to Develop Right Now

Explore the essential AI skills needed for success in a technology-driven workplace.

Why it matters: Identify the critical AI skills gaps within your organization and prioritize training efforts.

AI's potential in L&D is undeniable, but responsible implementation is paramount. Focus on building skills and strategies that ensure AI serves learning, not the other way around.

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