AI Guides & Articles
In-depth, practical guides to help you navigate the AI landscape. No jargon, no hype — just what you need to know.
🧠 The AI Strategy Series
AI strategy isn't an IT project. It's a company-wide transformation that needs to be understood, owned by leadership, and built from the ground up. This four-part series explains why — and how.
Giving Everyone Copilot Isn't an AI Strategy
Most companies treat AI like a software rollout. Buy licenses, run a training, move on. That's not a strategy — it's a purchase order. Here's what actually works.
Your AI Has No Idea What Your Company Does
AI tools are insanely capable — and completely clueless about your business. That gap is the root of most people's frustration. Here's how to think about it differently.
You Can't Catch Up on AI by Throwing Money at It
Companies are used to buying their way out of problems. Hire consultants, acquire a startup, throw budget at it. That won't work this time. Here's why.
How We Built an AI That Knows Our Company
Individual AI tools only scratch the surface. At Carewell, we built a shared knowledge system that gives AI permanent memory about our business — and it gets smarter every day. Here's the practical blueprint.
🚀 Start Here
New to AI? These guides give you a practical foundation — no jargon, no prerequisites.
Getting Started with AI in 2026: A Practical Guide for Professionals
Everything you need to know to start using AI effectively in your work. No technical background required — just a willingness to experiment.
How to Actually Get Good at AI
Forget prompt engineering courses and YouTube marathons. Here's how someone who uses AI professionally every day actually built their skills — and what I'd recommend if you're starting now.
⚡ Practitioner Workflows
You're already using AI. These guides show you how to get dramatically more out of it.
The Research Pipeline: How I Use Perplexity and Claude Together
Most people use AI tools in isolation. Here's the workflow I use daily — Perplexity for sourced research, Claude for deep analysis — and why the combination is worth more than either tool alone.
Let the AI Interview You: How to Extract What You Actually Know
The biggest bottleneck in making AI useful isn't technology — it's getting your knowledge out of your head and into a format AI can work with. Here's a method that works, from a five-minute technique to a full team knowledge extraction process.
The Anthropic Ecosystem: A Complete Guide to Claude's Products and Models
Everything you need to know about Anthropic's Claude — from the model family (Haiku, Sonnet, Opus) to the web app, connectors, Claude Code, and Claude Cowork. A practical guide from someone who uses these tools daily.
How to Set Up Project Memory in Claude Cowork (So It Stops Forgetting You)
Claude Cowork is powerful out of the box — but it forgets everything between sessions. Here's how to build the context files, instruction layers, skills, and connectors that make it feel like a colleague who's worked with you for months.
Your AI Agrees With You Too Much
AI assistants have a dangerous habit: they validate whatever you say. That's not a bug you can fix with 'be more critical.' Here's what actually works — and the three failed attempts that taught us why.
🏢 AI in the Enterprise
Real stories and frameworks from building AI systems at real companies.
Building an Enterprise Chatbot That Doesn't Hallucinate: Lessons from 300,000 Conversations
I spent years building and running an AI chatbot at a major Swiss insurance company. Here's what actually matters — and it's mostly not the technology.
Code vs. Automation vs. AI: Picking the Right Tool for Each Job
Not everything needs AI. Not everything needs custom code. Here's the framework I use to decide what goes where — and why getting this wrong wastes more time than not using AI at all.
🔧 Building with AI
Hands-on guides to building real things with AI coding tools — no prior development experience required.
Build a Free Website with GitHub and AI — and Own It Forever
How to build and maintain a modern website using GitHub, Cloudflare Pages, and AI coding tools — with no hosting fees, no lock-in, and no manual code required.
Claude Code: When AI Stops Talking and Starts Doing
Claude Code isn't a chatbot you ask for code snippets. It's an agent that reads your projects, makes decisions, and gets things done — on your laptop, in your browser, or on your phone.
Google Jules: The AI Agent That Works While You Sleep
Jules takes a different approach to agentic coding — async, browser-native, zero setup. Here's where it fits, what it's genuinely good at, and when to reach for it instead of Claude Code.