Blog · Avi Levi

Avi Levi May 29, 2026

What Are Skills in Working with AI Agents

If an AI agent is a new employee, a skill is their instruction sheet: what the goal is, what information matters, how to work, where to stop, and how to verify the result is good.

An orange cubic mascot character holding an open tactics book, cinematic dark background with a green glow

#Artificial Intelligence #AI Agents #Skills #Automation

Avi Levi April 21, 2026

Managing the Context Window in Claude Code

The Claude Code context window is a precious resource. Before you've typed a single word, you've already burned thousands of tokens. This guide explains why that happens and how to deal with it.

#AI #Claude Anthropic #Claude Code #Context Engineering

Avi Levi March 23, 2026

Knowledge Gap Analysis: The Shift to Personalized Learning — A Case Study (Part 1)

This is the story of a shift from generic macro-data analysis to data-driven personalized learning. The bank's 2025 Knowledge Gap Initiative began with building a professional question bank and validating it with subject-matter experts, ultimately reaching 1,250 employees and…

Personalized learning diagram showing different knowledge pathways and AI-powered gap analysis

#People Analytics #Learning Strategy #AI in Learning #Learning Technologies

Avi Levi March 14, 2026

Markdown Files and Context Engineering When Working with AI Agents

In this post we explain what MD files are, how they are used in AI workflows, and why defining them correctly matters when working with agents.

#.md #agent #Agentic AI #AI

Avi Levi March 12, 2026

How to Create Video with Code Using Remotion

Creating videos and animations through code! Discover how to turn React components into professional video using Claude Code and Remotion.

A young developer sitting at a modern workstation, building video with Remotion

#Anthropic Claude #Claude Code #Remotion #Vibe Coding

Avi Levi March 2, 2026

What's the Connection Between Learning Management, a Marketing Funnel, and Short-Form Content?

How to use Short-Form Content to embed a culture of learning in your organization. Discover why authenticity and speed in content creation beat expensive productions and drive real adoption on the ground.

A mobile screen displaying short-form learning content, a marketing funnel diagram, and user engagement indicators

#Micro-learning #MVP #Product Mindset #Short Form Content

Avi Levi November 23, 2025

What Happens When a Learning Solutions Designer Enters the Classroom? Insights from a Digital Learning Development Course

What does a digital learning development course at HIT look like when a learning solutions designer becomes a lecturer, combining a three-part structure, sensing quizzes, and AI to turn a classroom into a living learning lab?

university student with understanding sensor

#HIT #Moodle #AI in Learning #Holon Institute of Technology

Avi Levi October 5, 2025

The New AI Skillset Everyone Working with AI Must Develop

You don't need to know how to code to work with AI — but you do need to develop three core skills: explaining clearly what you want, understanding how systems work, and thinking like a product manager.

a teacher-like person explaining a holographic diagram of web application architecture

#AI #No Code #Product Mindset #Artificial Intelligence

Avi Levi October 3, 2025

What Is a PRD? And Why Does It Matter in the Age of AI Agents?

A PRD defines what you're building, for whom, and why. When working with AI agents, it becomes a critical part of context engineering — ensuring accuracy, consistency, and efficiency throughout the development process.

A clean modern hero image showing floating UI elements

#PRD #Product Requirements Document #Product Specification #Context Engineering

Avi Levi October 1, 2025

According to MIT Research, Only 5% of Companies Succeed in Achieving Transformation Through AI — Why, and What Can Be Done Differently?

MIT research shows that only 5% of artificial intelligence initiatives succeed in delivering measurable business value. Where do organizations fall short, and what practical steps can be taken?

glowing professional business scene: hands of a manager holding a transparent tablet

#Process Automation #Advanced Technology Adoption #AI Implementation Challenges #Machine Learning System Integration

Avi Levi August 16, 2025

Claude Code – How to Build a Team of AI Agents That Works for You

Claude Code – an AI-powered development environment. What are its advantages, what are Subagents, and how I built an automated CMO agent that manages content across social media.

#AI Agents #Anthropic Claude #Claude Code #Claude Code CLI

Avi Levi August 3, 2025

Disposable Apps — How to Build a Personal Solution in 10 Minutes ♻️

In an era where anyone can build their own digital solution in minutes, disposable apps are becoming a tool for learning, problem-solving, and smart self-customization with the help of AI.

A person is sitting, holding a glowing smartphone screen in front of him. float holographic apps icons out of the smartphone, fading away.

#AI and Learning #Disposable Apps #GPT and Self-Learning #Single-Use Apps

Avi Levi July 23, 2025

How to Build a Voice Summary App for AI News Using No-Code Tools

In this guide, we'll build a voice summary app for AI news, step by step — using GPT, Lovable, and ElevenLabs. No coding required.

Glowing, fantasy background wite hand holding mobile divce with audio app player shown on the mobile

#ElevenLabs #gpt #Lovable #daily audio

Avi Levi July 16, 2025

What Is the Difference Between Automation Workflow and Agentic Workflow

What is the difference between classic automation and an intelligent agent? In this post I break down the differences between Automation Workflow and Agentic Workflow with real n8n examples, explain how a GPT-based agent works, and cover the three components every agent must…

#agent #Agentic Workflow #AI #automation

Avi Levi July 10, 2025

Connecting Claude to Notion — MCP & Docker Guide for Smart Automation

Connecting Claude to Notion turns ideas, meeting summaries, and tasks into Notion pages effortlessly, using MCP and Docker. A practical guide that saves you hours of work and organizes your knowledge in one place.

A cruise ship full of containers with a lieutenant's emblem on the side of the ship

#Claude #Docker #MCP #Notion

Avi Levi June 26, 2025

How to Connect Claude with MCP and Let It Organize Your Files

How do you connect Claude with MCP to your personal computer? A practical guide to connecting the AI agent to your file system — including steps, use cases, and real-world examples.

futuristic computer UI with dozens of messy floating folders scattered around, chaotic and disorganized

#Claude Anthropic #Claude Desktop #Claude MCP Guide #MCP AI

Avi Levi June 25, 2025

What Is an API in AI — and Why Does It Matter So Much?

What is an API, and how is it changing the rules of the game in artificial intelligence? A clear guide with examples, tools, and tips — from GPT to AI agents that work just like real employees.

A futuristic digital workspace with an AI assistant connecting different software apps through glowing data streams

#API #ChatGPT Plugins #gpt #Make

Avi Levi June 1, 2025

What Is MCP and How It's Changing the Way We Use AI

Meet MCP – a groundbreaking protocol that enables AI agents to access tools, files, and external systems in a smart, context-aware way, without the need for custom integrations. This isn't just another API – it's a new way of working with artificial intelligence.

A futuristic glowing AI workbench floating in space, with magical tools labeled as AI functions like 'Prompt Styler' and 'Logic Verifier' – sci-fi fantasy style

#MCP #MCP artificial intelligence #Model Context Protocol #GPT integration

Avi Levi May 9, 2025

How Can You Improve Pre-Boarding with Vibe Coding?

Starting a new role is a critical moment that shapes your sense of belonging, capability, and confidence. In this post, you'll discover how I improved the pre-boarding experience using Vibe Coding, and what I learned about creating a personal, meaningful onboarding experience…

A computer screen displaying a team welcome page in a friendly web interface

#AI tools #digital employee experience #employee onboarding #HR tech

Avi Levi May 2, 2025

How Are We Using AI in 2025? Productivity-Out, Well-Being-IN

A new HBR study reveals: in 2025 we're using AI less for productivity and more for well-being, meaning, and personal growth. Surprising trends and inspiring use cases in the full post.

A robotic version of Sigmund Freud sitting in a classic leather therapist's chair, holding a notebook, facing a modern person lying on a therapy couch

#generative AI #HBR #emotional automation #artificial intelligence

Avi Levi April 30, 2025

Vibe Coding – Building an App by Chatting with AI

Discover how to build applications with AI-assisted tools like Replit, Claude, and Lovable. A practical guide with tool comparisons, implementation ideas, a hands-on project, and tips for getting started with Vibe Coding.

Modern workspace with a sleek computer screen

#Claude #Lovable #No-Code #Replit

Avi Levi April 29, 2025

Working Smarter with AI – Prompt Manager Tools

Prompt manager tools help you save, organize, reuse, and improve the prompts that deliver the best AI results. Learn why prompt management matters, which capabilities to look for, and when to build a prompt library.

A file drawer with a digital folder that pops out of it

#AI #prompt library #prompt manager #prompt

Avi Levi April 25, 2025

Does Artificial Intelligence Affect Our Happiness at Work?

A new Harvard Business School study reveals: using artificial intelligence doesn't just streamline work — it also increases feelings of happiness, reduces anxiety, and improves the employee experience. Discover how AI affects employee wellbeing and how you can leverage it to…

hand punching a stress pillow that looks like a bot

#AI in organizations #upskilling #happiness at work #artificial intelligence

Avi Levi April 24, 2025

What's the Difference Between GPT's Image Generation Model and a Diffusion Model?

A comparison between diffusion models and GPT-4o: what's the difference between AI image generation methods? A concise guide to understanding the advantages, disadvantages, and best use cases for each approach to AI image generation.

A Studio Ghibli-style illustration of a young boy in a red shirt standing in a quiet desert at sunset, with a small white-headed tamarin monkey sitting on his shoulder, against a backdrop of cacti and mountains.

#AI art #autoregressive models #DALL·E #diffusion models

Avi Levi April 14, 2025

How to Deal with AI FOMO and Not Get Left Behind

Do you sometimes feel like you can't keep up with the pace of AI developments? Does the feeling of FOMO (Fear Of Missing Out) paralyze you and leave you feeling overwhelmed? That's completely okay — you're not alone, and there are ways to deal with it! The era we're living in…

Glowing, fantasy, A man holding his head with an anxious look

#AI #FOMO #Artificial Intelligence #Technology

Avi Levi March 19, 2025

Feedback and Performance Review Conversations Are Not a "Management Chore"

Performance reviews are more than a formal year-end summary or a managerial obligation you have to get through. They are an opportunity to pause, look back at the past year, and reflect on everything you have accomplished together. These conversations are a powerful tool for…

Glowing, fantasy, a thirty-year-old man playing an arcade machine and raising his hand in joy because he has passed a milestone.

#performance review #one-on-one #evaluation #human resources

Avi Levi March 19, 2025

Chain of Thought (CoT) – The Method Behind Reasoning Models 🔗

Over the past few years, large language models (LLMs) have become a central tool in artificial intelligence, particularly in natural language processing (NLP) tasks. Despite their impressive capabilities, these models sometimes struggle with tasks that require multi-step…

#AI #chain of thoughts #CoT #Machine Learning

Avi Levi March 19, 2025

How Does AI Learn? Zero-shot & Few-shot Learning

What are Zero-Shot and Few-Shot Learning? ⛹ Imagine a world where AI models can perform complex tasks without needing to be fed thousands of examples. A world where an AI system can identify a rare disease it has never seen before, or translate into a language it never…

A realistic picture of a parrot that looks like a combination of a dove with a peacock-colored tail.

#AI #deep learning #few shot learning #Machine Learning

Avi Levi February 20, 2025

AI Job Interview Assistant – How to Build a Smart Interview Tool Without Code

An AI Job Interview Assistant is a smart tool for streamlining recruitment and job interviews using artificial intelligence. If you're looking for a way to optimize your hiring process and improve your interviews, you can simply build your own personal assistant that analyzes…

futuristic office environment with a high-tech AI recruitment assistant

#AI Hiring Tools #AI Job Interview Assistant #AI in HR Processes #Automated Interview Assistant

Avi Levi February 11, 2025

What Is Reinforcement Learning — The Way to Train an AI 🤖🐶

What is Reinforcement Learning? Imagine you're trying to train a dog to shake hands 🐶✋. Every time it does it correctly, you give it a treat. If it gets it wrong, it gets nothing. After a few attempts, the dog figures out that offering its paw is worth doing — because it…

Reinforcement learning of a futuristic humanoid dog

#AI algorithms #AI automation #Artificial Intelligence #deep learning

Avi Levi February 5, 2025

What Is the Difference Between Supervised and Unsupervised Learning in Machine Learning 🤖📊

Supervised Learning and Unsupervised Learning are two core approaches in the field of machine learning. Each is suited to different types of problems and data, and each enables different insights to be drawn from existing information. Supervised Learning Supervised learning…

A diagram comparing supervised learning with labeled data versus unsupervised learning that identifies patterns

#AI #Clustering #Data Patterns #Data Science

Avi Levi January 30, 2025

Gartner's Technology Adoption Hype Cycle 📉

So where does artificial intelligence sit on the curve? And how can we use it to lead technology adoption processes that generate real business value in the organization? If you'd like to read more about it, here's a link to the model on Gartner's website.

#AI adoption #AI business impact #AI challenges #AI integration

Avi Levi January 28, 2025

Creating an AI-Powered Service Simulator with Amazon PartyRock! 🤘

How can bankers practice customer service with an AI-based simulator? In this webinar, Omri Shuval from Experts and I demonstrated how we used Amazon PartyRock to build an application that lets bankers sharpen their service skills — just like a professional simulator. 📌 What…

futuristic world first-person simulation gameplay

#AI in Simulations #AmazonPartyRock #Technological Innovation #Organizational Learning

Avi Levi January 22, 2025

The World Economic Forum's Future of Jobs Report 2025 📑

What can we learn from the Future of Jobs Report 2025 published by the World Economic Forum? According to the report, by 2030, 39% of the skills required in the labor market will change — and that's just part of the transformation ahead of us in the next five years. What does…

The view from the driver's seat of a cyberpunk car in the rain, with neon lights on the buildings and cars in the background. The driver is wearing a black jacket with a white collar. The interior has holographic screens and a retro-futuristic dashboard.

#workplace automation #artificial intelligence #future of jobs report #preparing for the labor market

Avi Levi January 17, 2025

How Artificial Intelligence Is Changing Organizational Learning and Development

A practical look at how generative AI is changing the workflows of Learning and Development professionals, from learning analytics and personalization to content creation, automation, and safer AI adoption.

LEGO-style business figures representing AI and organizational learning in a playful training scene

#genai #automation #analytics #artificial intelligence

Avi Levi January 9, 2025

What Is Embedding? How Spotify Knows Exactly Which Song You'll Love Next 🎤

What is Embedding, how does it work behind the scenes, and how does this technique power the recommendation engines of streaming platforms like Netflix and Spotify, and search engines like Google?

Woman with over-the-ear headphones in a studio, holding the headphones while listening to music, with glowing musical notes around her

#AI #AI for Beginners #Artificial Intelligence #Embedding

Avi Levi January 1, 2025

What Is LoRA? The Technique That Saves Time ⏳ and Money 💰 in Language Model Training

Training models for specific tasks is an expensive and complex process – but there's an easier way! 🚀 In this video we'll reveal everything you need to know about LoRA (Low-Rank Adaptation). Why it's so cost-efficient, and what you can do with it – from personalizing models…

An illustration of language model fine-tuning with LoRA, featuring illuminated data layers and reduced training resource consumption

#AI #Astria #Fal.ai #LoRA

Avi Levi December 24, 2024

What Is a RAG Chatbot and How Does It Improve Our User Experience? 🛒

RAG – Retrieval-Augmented Generation is a type of chatbot that combines a language model with knowledge bases and data repositories to retrieve precise answers grounded in real, up-to-date information — without spending costly resources on retraining the model. How does a RAG…

A RAG chatbot connected to an organizational knowledge base, returning source-based answers

#AI #chatbot #genai #LLM

Avi Levi December 17, 2024

RICE FRAMEWORK – The Prompt That Will Get You Precise Results 💬

The interface between humans and machines has given rise to a field called 'prompt engineering'. In essence, this means that in order for the results we extract from a language model to be precise rather than overly generic, we need to sharpen our "query" and provide enough…

A glowing llama character wearing a construction helmet, representing structured prompt building

#AI #gpt #prompt #prompt engineering

Avi Levi December 12, 2024

What Can We Learn About Human Learning from Machine Learning? 🗣️

A while back I attended a lecture and summarized it into bullet points. After the lecture, I took those notes, dropped them into NotebookLM, and created a virtual "podcast" from them — or what Google calls a Deep Dive. In the next step I split the podcast into two separate…

Two animated podcast hosts explaining how machine learning principles relate to human learning

#AI #capcut #genai #heygen

Avi Levi December 6, 2024

What Are Tokens and How Do They Affect Language Models? 🪙

To understand how large language models (LLMs) work, it's important to understand the mechanisms that drive them. In this video we explain what tokens are, how they affect your conversations with a language model like GPT, what a context window is, and how to work with tokens…

2 dragons in the sky spitting fire at each other

#chatgpt #context window #gen ai #gpt

Avi Levi December 5, 2024

How Does Temperature Affect AI? 🌡️

In this video 👇 we'll talk about how 'temperature' affects the responses of a large language model (LLM) and what you can do with it. 4 ways to simulate temperature in a prompt — there's currently no direct way to control temperature through the chat interface (except via…

Two parts of a picture. of llama one sitting on ice floating and one on beach

#AI #genai #LLM #temperature

Avi Levi December 1, 2024

How to Conduct an Internal Investigation — and Why It Matters 🕵️‍♀️

You can never be too prepared — especially when it comes to strategy meetings. If you're about to walk into a critical organizational meeting or a pivotal session that will influence a decision you want to drive — whether that's getting approval for a learning program or…

#Lessons Learned #Investigation

Avi Levi December 1, 2024

2 Security Vulnerabilities in LLMs — And What Do the Avengers Have to Do With It? 🦾

Does it feel like our reality is slowly catching up to the sci-fi movies we grew up on? Whether it's I, Robot 🦾 — where Will Smith lives in a world where robots deliver mail, provide nursing care, or even serve as a "friend" who's always ready to listen — or Her, in which…

#AI #cyber security #genai #LLM

Avi Levi December 1, 2024

How to Choose an LMS and Come Out Alive 🖥️

A talk we delivered at the Learning Technologies Conference at H.I.T. Holon Institute of Technology. In the session, Ofer Kenig, Learning Development Team Lead at AppsFlyer, and I shared insights from the process of selecting a Learning Management System for our organization.…

A person is standing in the aisle trying to decide which shelf to choose

#Learning Management System #LMS #para method #Learning Systems

Avi Levi November 30, 2024

Artificial Intelligence in Data Analysis and Learning Analytics 📉

For years, business units in organizations have been making data-driven decisions (DDDM) — personalized product recommendations, user behavior analysis, credit prediction models, and countless other applications. Honestly, despite always wanting to be data-driven, we've been…

#genai #analytics #artificial intelligence #research

Avi Levi November 28, 2024

Outsourcing Your Second Brain 🧠

I want to share a method I've been experimenting with lately — one that lets me "outsource" my brain to help me keep up with the pace of change. Some of you have probably heard of it. It's called a "Second Brain."

#para method #second brain

Thoughts, Guides & Insights

What Are Skills in Working with AI Agents

Managing the Context Window in Claude Code

Knowledge Gap Analysis: The Shift to Personalized Learning — A Case Study (Part 1)

Markdown Files and Context Engineering When Working with AI Agents

How to Create Video with Code Using Remotion

What's the Connection Between Learning Management, a Marketing Funnel, and Short-Form Content?

What Happens When a Learning Solutions Designer Enters the Classroom? Insights from a Digital Learning Development Course

The New AI Skillset Everyone Working with AI Must Develop

What Is a PRD? And Why Does It Matter in the Age of AI Agents?

According to MIT Research, Only 5% of Companies Succeed in Achieving Transformation Through AI — Why, and What Can Be Done Differently?

Claude Code – How to Build a Team of AI Agents That Works for You

Disposable Apps — How to Build a Personal Solution in 10 Minutes ♻️

How to Build a Voice Summary App for AI News Using No-Code Tools

What Is the Difference Between Automation Workflow and Agentic Workflow

Connecting Claude to Notion — MCP & Docker Guide for Smart Automation

How to Connect Claude with MCP and Let It Organize Your Files

What Is an API in AI — and Why Does It Matter So Much?

What Is MCP and How It's Changing the Way We Use AI

How Can You Improve Pre-Boarding with Vibe Coding?

How Are We Using AI in 2025? Productivity-Out, Well-Being-IN

Vibe Coding – Building an App by Chatting with AI

Working Smarter with AI – Prompt Manager Tools

Does Artificial Intelligence Affect Our Happiness at Work?

What's the Difference Between GPT's Image Generation Model and a Diffusion Model?

How to Deal with AI FOMO and Not Get Left Behind

Feedback and Performance Review Conversations Are Not a "Management Chore"

Chain of Thought (CoT) – The Method Behind Reasoning Models 🔗

How Does AI Learn? Zero-shot & Few-shot Learning

AI Job Interview Assistant – How to Build a Smart Interview Tool Without Code

What Is Reinforcement Learning — The Way to Train an AI 🤖🐶

What Is the Difference Between Supervised and Unsupervised Learning in Machine Learning 🤖📊

Gartner's Technology Adoption Hype Cycle 📉

Creating an AI-Powered Service Simulator with Amazon PartyRock! 🤘

The World Economic Forum's Future of Jobs Report 2025 📑

How Artificial Intelligence Is Changing Organizational Learning and Development

What Is Embedding? How Spotify Knows Exactly Which Song You'll Love Next 🎤

What Is LoRA? The Technique That Saves Time ⏳ and Money 💰 in Language Model Training

What Is a RAG Chatbot and How Does It Improve Our User Experience? 🛒

RICE FRAMEWORK – The Prompt That Will Get You Precise Results 💬

What Can We Learn About Human Learning from Machine Learning? 🗣️

What Are Tokens and How Do They Affect Language Models? 🪙

How Does Temperature Affect AI? 🌡️

How to Conduct an Internal Investigation — and Why It Matters 🕵️‍♀️

2 Security Vulnerabilities in LLMs — And What Do the Avengers Have to Do With It? 🦾

How to Choose an LMS and Come Out Alive 🖥️

Artificial Intelligence in Data Analysis and Learning Analytics 📉

Outsourcing Your Second Brain 🧠

What Are Skills in Working with AI Agents

Managing the Context Window in Claude Code

Knowledge Gap Analysis: The Shift to Personalized Learning — A Case Study (Part 1)

Markdown Files and Context Engineering When Working with AI Agents

How to Create Video with Code Using Remotion

What's the Connection Between Learning Management, a Marketing Funnel, and Short-Form Content?

What Happens When a Learning Solutions Designer Enters the Classroom? Insights from a Digital Learning Development Course

The New AI Skillset Everyone Working with AI Must Develop

What Is a PRD? And Why Does It Matter in the Age of AI Agents?

According to MIT Research, Only 5% of Companies Succeed in Achieving Transformation Through AI — Why, and What Can Be Done Differently?

Claude Code – How to Build a Team of AI Agents That Works for You

Disposable Apps — How to Build a Personal Solution in 10 Minutes ♻️

How to Build a Voice Summary App for AI News Using No-Code Tools

What Is the Difference Between Automation Workflow and Agentic Workflow

Connecting Claude to Notion — MCP & Docker Guide for Smart Automation

How to Connect Claude with MCP and Let It Organize Your Files

What Is an API in AI — and Why Does It Matter So Much?

What Is MCP and How It's Changing the Way We Use AI

How Can You Improve Pre-Boarding with Vibe Coding?

How Are We Using AI in 2025? Productivity-Out, Well-Being-IN

Vibe Coding – Building an App by Chatting with AI

Working Smarter with AI – Prompt Manager Tools

Does Artificial Intelligence Affect Our Happiness at Work?

What's the Difference Between GPT's Image Generation Model and a Diffusion Model?

How to Deal with AI FOMO and Not Get Left Behind

Feedback and Performance Review Conversations Are Not a "Management Chore"

Chain of Thought (CoT) – The Method Behind Reasoning Models 🔗

How Does AI Learn? Zero-shot & Few-shot Learning

AI Job Interview Assistant – How to Build a Smart Interview Tool Without Code

What Is Reinforcement Learning — The Way to Train an AI 🤖🐶

What Is the Difference Between Supervised and Unsupervised Learning in Machine Learning 🤖📊

Gartner's Technology Adoption Hype Cycle 📉