How generative AI works, explained without the jargon
Generative AI doesn't look up truths: it predicts the most plausible word. That mental model explains why it hallucinates, why it changes, and where it fails.
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All AI Coding Patterns
Technical articles: agents, architecture, tools and design decisions.
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AI Use Cases in Business: Which Ones to Prioritize
A framework for knowing which of your tasks are a good fit for AI and which ones are money down the drain: AI use cases in business, no hype.
Claude Code Auto Mode: Configure autoMode.environment
Set up autoMode.environment so the classifier understands your infrastructure and stops interrupting you with false positives.
LLMs Don't Understand Anything. And Yet They Work.
An LLM predicts the next most probable token. It doesn't understand. So how does it produce outputs that seem to require real comprehension?
AI Risks at Your Company: A Guide to Not Crashing and Burning
An honest guide to AI risk in the workplace: where it can go wrong, how to contain it, and what to check before committing budget. No hype.
AI for Business: When to Use It and When Not To (No Hype)
AI for business without the hype: when it actually makes sense, when it doesn't, and a clear framework for deciding where to start without gambling your business.
Prompt Injection: How Hackers Hijack AI Agents
What is prompt injection, OWASP's #1 vulnerability for LLMs, how the attack works, and how to protect your app from day one.
AI Automation Without Code: 5 Real Workflows to Get Started
How to build AI automations using Zapier, Make, or n8n. Five real workflows, comparison table, and a framework for choosing your first automation.
How to Implement Guardrails in AI Agents (With Code)
Implement guardrails in an AI agent step by step with code: input/output validation, action limits, and loop control. With real, copy-ready examples.
Model as Judge: Evaluate Your AI Agent's Responses
Learn how to use an AI model to automatically evaluate another agent's responses. Rubrics, evaluation types, and the most common pitfalls.
How to Create a Claude Project: Step-by-Step Guide (2026)
Set up a Claude Project from scratch: custom instructions, knowledge files, and ready-to-copy examples. A practical visual guide for any workflow.
The Language Tax: Why Different Languages Consume More Tokens
AI models break text into tokens. Spanish needs more than English to say the same thing. Here's why and what impact it has on your projects.