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Guides
How AI Assistants Actually Work (Without the Jargon)
A plain-English tour of what happens when you type a message to an AI assistant, and why that explains both its strengths and its odd mistakes.
4 min read
Writing Your First Good Prompt
A simple five-part recipe for prompts that get useful answers on the first try, with before-and-after examples you can adapt to any assistant.
4 min read
Prompt Patterns That Work Across Every Assistant
Seven reusable prompting patterns, from role and few-shot examples to critique loops, with templates you can paste into any chatbot.
5 min read
Why AI Gets Things Wrong, and How to Catch It
Understand hallucinations, outdated knowledge and false confidence, then use a practical verification routine to keep errors out of your work.
5 min read
Keeping Your Private Data Safe When Using AI
What not to paste into an AI chat, how to check privacy settings, and simple habits that protect you and your employer.
5 min read
Choosing the Right AI Model for the Job
A practical framework for picking between assistants and model sizes based on task, privacy, cost and speed, without chasing leaderboards.
5 min read
How to Write a System Prompt That Actually Holds
Learn the structure of a strong system prompt, how to set role, rules and format, and how to test it so your assistant or bot behaves consistently.
6 min read
Getting Reliable JSON and Structured Output from AI
Techniques for making a model return clean JSON every time, from prompt wording and schemas to validation and retry loops in your code.
6 min read
Building Your First AI Agent, Step by Step
Understand what an agent is, then build a simple one: a goal, a loop, a few tools and clear stopping rules, with a framework-free Python sketch.
7 min read
Giving Agents Tools Safely: Permissions, Limits and Approvals
How to design agent tools with least privilege, spending caps, confirmation steps and audit logs so a mistake stays small and reversible.
7 min read
Prompt Injection Explained: The Attack Every AI Builder Should Know
What prompt injection is, how it hits chatbots and agents through documents and web pages, and layered defenses that reduce the risk.
6 min read
Long Chats, Forgetting and Memory: How to Keep AI on Track
Why assistants lose details in long conversations, and how to use summaries, fresh chats, projects and memory features to keep context sharp.
5 min read
Getting Started with Claude: A Beginner's Walkthrough
How to start using Claude from Anthropic, what its main features are for, and a few first tasks to try, with tips for getting the best answers.
5 min read
Getting Started with ChatGPT: A Practical First Week
Set up ChatGPT from OpenAI, learn its main features such as custom instructions, memory and custom GPTs, and build useful habits in your first week.
5 min read
Doing Research with Perplexity and Other Search-Based Assistants
How answer engines with live citations differ from plain chatbots, and a repeatable method for checking sources and getting trustworthy research.
6 min read
Running Open Models: Llama, Mistral and DeepSeek Explained
What open-weight models are, why people run them locally or via hosting providers, and how to get started while respecting hardware limits and licenses.
6 min read
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