Guides & Walkthroughs

Tutorials

Practical tutorials on AI tools, systems thinking, and applied technology. Each one is a single page you can read from start to finish.

AI & TechBeginner

How to Be More Ambitious with AI

Most people use AI to go faster. The real opportunity is to go bigger — four dimensions that unlock a different category of outcome.

Most people use AI to do the same work slightly faster. This tutorial shows how to raise your ambition in four dimensions: Speed (buying back hours with better prompting habits), Altitude (climbing from task to the goal behind it), Depth (doing it the way the best in the field would), and Range (swapping nouns for verbs to cross into adjacent problems). Includes a 7-day ambition plan.

#ai-productivity#prompt-engineering#ai-strategy#ambition
~20m
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AI & TechBeginner

How I Build Stunning Websites With Claude Design

Four habits that turn a generic AI website into one that looks intentional — no Claude Code required

Most tutorials point you at Claude Code before you've written a single sentence. This walkthrough does the opposite: Claude Design, used directly, with a handful of deliberate habits layered on top. You'll learn the 3-part prompt formula, how to build a custom design system from inspiration screenshots, and how to add movement with video and scroll animation.

#claude-design#web-design#ai-tools#design-system
~10m
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AI & TechBeginner

10 Rules for Building Better Claude Skills

The official Anthropic ruleset — updated for the 5.5 models — to make every skill faster, leaner, and more reliable

The 5.5 generation of Claude models is smarter and more creative than what came before, but that means skills written six months ago may now be over-constraining a model that no longer needs that much guidance. This tutorial covers all 10 rules from the latest Anthropic guidance: from progressive disclosure and content lists through feedback loops, the three output patterns, shareability, and hooks for rules that must never break.

#claude#ai-agents#prompt-engineering#skills
~20m
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AI & TechBeginner

The AI-Powered Leader

The four money levers that actually move your P&L

A business runbook that covers the four AI money levers — new revenue, new markets, pricing and margin, and non-labor costs — with real examples, back-of-envelope numbers, and one concrete action per lever you can start this Saturday.

#ai-strategy#business-growth#revenue#pricing
~40m
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AI & TechIntermediate

The Five Gates: What to Demand Before an AI Agent Gets Production Access

The non-negotiable security checklist every enterprise must run before any autonomous agent earns production credentials

Most AI agents are deployed without clearing a single security gate. This tutorial covers the Lethal Trifecta that makes agents structurally indefensible, plus all five gates: Named Human Owner, Least-Privilege Scope with ephemeral tokens, a High-Assurance Kill Switch that doesn't ask the model to cooperate, an Immutable Causal Audit Trail, and the contractual Mandatory Incident Duty clause your vendor must sign.

#ai-security#agentic-ai#enterprise-security#ai-governance
~20m
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AI & TechIntermediate

Governing Agentic AI: The GRC Playbook for Enterprise Leaders

Why your current governance frameworks are failing — and the new vocabulary, risk models, and control architecture you need to govern AI agents

Traditional GRC was designed for systems that execute, not systems that decide. This tutorial covers the five dimensions of the control gap, a new risk taxonomy purpose-built for agentic systems, minimum viable privilege redesigned for agents, the three layers of agent observability, the multi-agent governance problem, and a five-level maturity model for building your agentic GRC program.

#ai-governance#grc#agentic-ai#enterprise-risk
~18m
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AI & TechBeginner

Cryptography, Worked by Hand

From Caesar ciphers to TLS 1.3 — every concept built up with numbers you can follow step by step

A complete walkthrough of modern cryptography that starts with a Caesar cipher and ends with TLS 1.3 and end-to-end encryption. Every concept is worked through with real numbers: Diffie-Hellman key exchange, RSA on paper, AES internals, digital signatures, certificate chains, and common mistakes that break real-world systems.

#cryptography#security#tls#encryption
~40m
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AI & TechBeginner

Mastering Claude Code: The Token-Efficiency Playbook

How I cut my Claude Code token usage by 60% without sacrificing output quality — the exact system I use every day

Token costs scale with context size, and most developers are paying far more than they should. This tutorial covers the four-layer system for cutting Claude Code token usage by 60%: observing your usage with /usage and /context, building a lean CLAUDE.md, mastering /clear vs /compact session discipline, and routing work to the right model. Includes a pre-flight checklist and hook setup for automating test-output filtering.

#claude-code#token-efficiency#ai-tools#prompt-engineering
~9m
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