Traditional Chatbot vs LLM: The Differences That Actually Matter
How a chatbot with intent classification works, how one based on an LLM works, and when to choose each approach with concrete examples.
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All AI Coding Patterns
Technical articles: agents, architecture, tools and design decisions.
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AI, GDPR and the AI Act: what your business needs to know in Europe
If your business uses third-party AI, the AI Act barely applies to you, but the GDPR does. A hype-free guide for decision-makers: what you can do, what you can't, and what gets you fined.
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.
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.
Guardrails for AI Agents: How to Implement Them (With Code)
Implement guardrails in your AI agent step by step: input/output validation, action limits, and loop control. Real, copy-ready code 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.