Blog

Thoughts, Guides & Insights

Articles on AI, development, productivity and the world of organizational learning.

Avi LeviJuly 24, 2026

I Used the Insights Command and Got a Performance Review From Claude Code

I ran /insights in Claude Code and received a personal report on 34 sessions: what worked, where I lost time, and the rules I changed.

A half-human character resembling Claude Code presents a performance review on a futuristic dashboard

#Claude Code #Claude Code Insights #Anthropic Claude #AI agents

Avi LeviJuly 18, 2026

What Is Storybook? The UI/UX Catalog for Your Website

Storybook is a development environment that lets you and your AI agents view, document, and maintain consistency across all interface components — without the AI inventing new…

Storybook, a UI component catalog for building websites with AI agents

#Storybook #AI Development #UI #Product Design

Avi LeviJune 26, 2026

What Is Agentic Engineering and How Do You Build Autonomous AI Agents?

A clear explanation of Agentic Engineering, agent harnesses, and autonomous AI agents, including an interactive comparison of Claude Code Agents, OpenClaw, and Hermes.

Three futuristic AI agents standing on green platforms in a dark technology room

#AI Agents #Agentic Engineering #Autonomous Agents #Claude Code

Avi LeviMay 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 LeviApril 21, 2026

Managing the Context Window in Claude Code

Why Claude Code's context window fills up quickly, how token waste happens, and how to manage context before it derails a task.

#AI #Claude Anthropic #Claude Code #Context Engineering

Avi LeviMarch 23, 2026

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

From generic macro analysis to personalized learning: a bank knowledge-gap project with 1,250 employees and 31,771 answers, showing how AI turns mountains of data into action.

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

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

Avi LeviMarch 14, 2026

Markdown Files and Context Engineering When Working with AI Agents

Learn how Markdown files and YAML Frontmatter help AI agents filter, act, and automate across hundreds of files — without wasting tokens or reading full documents.

Markdown file with YAML frontmatter open in a code editor, used for AI agent context engineering

#.md #agent #Agentic AI #AI

Avi LeviMarch 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 LeviMarch 2, 2026

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

How short-form content can build a learning culture by borrowing from marketing funnels, fast feedback, and authentic content creation.

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 LeviNovember 23, 2025

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

What a digital learning development course at HIT can teach about AI, sensing quizzes, classroom design, and practical learning labs.

university student with understanding sensor

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

Avi LeviOctober 5, 2025

The New AI Skillset Everyone Working with AI Must Develop

The three skills people need for effective AI work: clear explanation, systems thinking, and a product mindset.

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

#AI #No Code #Product Mindset #Artificial Intelligence

Avi LeviOctober 3, 2025

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

A PRD is a product requirements document that defines what you're building, for whom, and why. When working with AI agents, it's a critical part of context engineering. Learn…

A clean modern hero image showing floating UI elements

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

Avi LeviOctober 1, 2025

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

Why many AI initiatives fail to create measurable value, and what organizations can do differently before investing in custom AI systems.

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 LeviAugust 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 LeviAugust 3, 2025

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

How disposable apps help people build small, personal AI tools in minutes for learning, problem-solving, and smarter workflows.

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

#Disposable Apps #GPT and Self-Learning #Single-Use Apps #Building Personal Tools

Avi LeviJuly 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 LeviJuly 16, 2025

What Is the Difference Between Automation Workflow and Agentic Workflow

A clear explanation of the difference between standard automation and Agentic Workflow, and when to use each approach in your organization.

#agent #Agentic Workflow #AI #automation

Avi LeviJuly 10, 2025

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

How to connect Claude to Notion with MCP and Docker so ideas, meeting notes, and tasks can become organized pages faster.

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

#Claude #Docker #MCP #Notion

Avi LeviJune 26, 2025

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

How to connect Claude to your local files with MCP, including setup steps, practical use cases, and examples for organizing work.

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

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

Avi LeviJune 25, 2025

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

What an API is, why it matters for AI agents, and how APIs let tools like GPT, Make, and Zapier connect to real work.

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

#API #ChatGPT Plugins #gpt #Make

Avi LeviJune 1, 2025

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

MCP (Model Context Protocol) is a protocol that enables AI agents to access tools, files, and external systems in a context-aware way. Here's how it works and why it's a game…

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 LeviMay 9, 2025

How Can You Improve Pre-Boarding with Vibe Coding?

How to use Vibe Coding to improve the pre-boarding experience and build solutions that connect employees even before their first day.

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

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

Avi LeviMay 2, 2025

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

HBR research shows how people use generative AI in 2025 for well-being, meaning, emotional support, and personal growth.

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 LeviApril 30, 2025

Vibe Coding – Building an App by Chatting with AI

What is Vibe Coding, how to build an app by chatting with AI, and which tools let you turn an idea into a working product fast.

Modern workspace with a sleek computer screen

#Claude #Lovable #No-Code #Replit

Avi LeviApril 29, 2025

Working Smarter with AI – Prompt Manager Tools

An overview of prompt manager tools: why they matter, how they help teams, and when to build a prompt library.

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

#AI #prompt library #prompt manager #בינה מלאכותית

Avi LeviApril 25, 2025

Does Artificial Intelligence Affect Our Happiness at Work?

HBS research suggests that AI can improve not only productivity but also feelings of competence, happiness, and reduced anxiety at work.

hand punching a stress pillow that looks like a bot

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

Avi LeviApril 24, 2025

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

A concise comparison of GPT-4o image generation and diffusion models, including how each works and when to use each approach.

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 LeviApril 14, 2025

How to Deal with AI FOMO and Not Get Left Behind

How to deal with AI FOMO without chasing every new tool, and how to build learning and usage habits that stand the test of time.

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

#AI #FOMO #Artificial Intelligence #Technology

Avi LeviMarch 19, 2025

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

How to turn feedback and performance review conversations into a practical process that builds learning, trust, growth, and stronger employee engagement.

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 LeviMarch 19, 2025

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

What is Chain of Thought, how does it relate to Reasoning models, and when should you ask a model to explain its steps rather than give a short answer.

#AI #chain of thoughts #CoT #Machine Learning

Avi LeviMarch 19, 2025

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

What are Zero-shot and Few-shot Learning, how AI models perform tasks with minimal examples, and how to use them in prompts.

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 LeviFebruary 20, 2025

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

A guide to building a no-code AI job interview assistant, including process structure, tools, and how tailored interview questions are generated.

futuristic office environment with a high-tech AI recruitment assistant

#AI Hiring Tools #AI Job Interview Assistant #AI בתהליכי משאבי אנוש #Automated Interview Assistant

Avi LeviFebruary 11, 2025

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

What is reinforcement learning, how an agent learns from rewards and mistakes, and how it relates to training real-world AI systems.

Reinforcement learning of a futuristic humanoid dog

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

Avi LeviFebruary 5, 2025

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

A clear explanation of the difference between supervised and unsupervised learning, with real-world examples from organizations and AI.

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

#AI #Clustering #Data Patterns #Data Science

Avi LeviJanuary 30, 2025

Gartner's Technology Adoption Hype Cycle 📉

How to use Gartner's Hype Cycle to understand where AI stands today, and what that means for technology adoption in your organization.

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

Avi LeviJanuary 28, 2025

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

How to build an AI-powered customer service simulator with Amazon PartyRock, and what organizations can learn from it about employee training.

futuristic world first-person simulation gameplay

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

Avi LeviJanuary 22, 2025

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

An analysis of the Future of Jobs Report 2025–2030: which skills are changing, what role AI plays, and how to prepare for the next labor market.

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 LeviJanuary 17, 2025

How Artificial Intelligence Is Changing Organizational Learning and Development

How artificial intelligence is changing organizational learning and development, and what L&D professionals need to understand to stay relevant.

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

#genai #automation #analytics #artificial intelligence

Avi LeviJanuary 9, 2025

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

What embedding is, how it turns content into vectors, and why it powers recommendations in tools like Spotify, Netflix, and search engines.

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 LeviJanuary 1, 2025

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

What LoRA is, how it reduces the cost and speeds up the fine-tuning of language models, and when to consider it instead of full model training.

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

#AI #Astria #Fal.ai #LoRA

Avi LeviDecember 24, 2024

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

What is a RAG Chatbot, how it connects a language model to a knowledge base, and why it improves answers, reliability, and user experience.

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

#AI #chatbot #genai #LLM

Avi LeviDecember 17, 2024

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

What is the RICE Framework and how to use it to write more precise prompts that return useful, consistent answers.

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

#AI #gpt #prompt #prompt engineering

Avi LeviDecember 12, 2024

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

How principles from machine learning can help us understand human learning, feedback, context, and knowledge transfer.

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

#AI #capcut #genai #heygen

Avi LeviDecember 6, 2024

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

What tokens are in language models, how they affect the context window, and why they matter for working effectively with LLMs.

2 dragons in the sky spitting fire at each other

#chatgpt #context window #gen ai #gpt

Avi LeviDecember 5, 2024

How Does Temperature Affect AI? 🌡️

How temperature affects the responses of language models, and how you can simulate different creativity levels through prompt phrasing.

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

#AI #genai #LLM #temperature

Avi LeviDecember 1, 2024

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

How an internal organizational investigation helps you learn from events, improve processes, and prepare more effectively before critical decisions or meetings.