Beginner Guides →
Clear introductions for readers new to a topic.
How to Choose a Tool Without OverbuyingLarge Language Models: Tokens, Training, and AttentionExplore topic →Getting started with Tutorials
Tutorials is one of 12 topics in Guides, with 4 stories. Use the feed below for the newest, or begin with the story readers open most.
Start here: How to Understand LLMs: Tokens, Parameters, and Context
Latest in Tutorials
A Beginner’s First Steps with AI Agents
Build a small, observable agent experiment with limited tools, explicit approval gates, and a clear stopping rule.
Guide
GuideHow to Understand LLMs: Tokens, Parameters, and Context
Follow a hands-on conceptual walkthrough of tokens, parameters, training, and attention to understand how language models make predictions.
GuideHow to Prepare Your Business Data for AI
Turn scattered business records into a documented, permissioned dataset with clear quality checks, useful labels, and a repeatable refresh process.
Cloud vs. On-Premise AI: A Practical Decision Guide
Compare deployment options using workload, data, staffing, and cost—not assumptions about which environment is always safer.
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Advanced Guides →
In-depth guides for experienced practitioners.
How Retrieval-Augmented Generation WorksPractitioner Checklist for Fine-Tuning LLMsExplore topic →How-To Guides →
Task-focused instructions for getting a specific job done.
Understanding Edge Computing BasicsHow to Set Up a Remote Work InfrastructureExplore topic →Frameworks →
Mental models and frameworks for making better decisions.
Understanding Mental Models for Better DecisionsHow to Use First Principles ThinkingExplore topic →Templates →
Ready-to-use templates that save time on common tasks.
Digital Templates: Reusable Structures, Types and LimitsHow to Build a Custom Template LibraryExplore topic →Checklists →
Checklists that make sure nothing important gets missed.
How Professional Checklists Reduce Operational ErrorA Practical Guide to Creating Effective ChecklistsExplore topic →Playbooks →
Repeatable playbooks for common business and marketing situations.
Business Playbooks: Structure, Uses, and ExamplesCreate a Business Playbook Your Team Can UseExplore topic →SOPs →
Standard operating procedures for consistent, reliable work.
What Is an SOP? Standard Operating Procedures ExplainedWrite Your First SOP: From Observing Work to ApprovalExplore topic →Best Practices →
Proven practices distilled from experience and evidence.
Best Practices: How They Develop and When to AdaptApply Best Practices With a Trial, an Owner and a ReviewExplore topic →Roadmaps →
Learning and implementation roadmaps that show what to do first.
Roadmaps: Outcomes, Features, and Planning ChoicesBuild a Business Roadmap: Priorities, Owners and DependenciesExplore topic →Case Studies →
Real-world examples that show what worked, what didn't and why.
Business Case Studies: Types, Structure and How to Read OneHow to Write a Practical Case Study: A Step-by-Step GuideExplore topic →