https://nameless.is/blog Plain-language notes on how AI assistants handle context, memory, and actions, from the team training NAMELESS. en Sat, 07 Nov 2026 00:00:00 GMT https://nameless.is/blog/ai-context-window-explained https://nameless.is/blog/ai-context-window-explained Sat, 07 Nov 2026 00:00:00 GMT A context window is how much text an AI model can consider at once. Learn why long chats drift, what forgetting really is, and how to work around it. https://nameless.is/blog/ai-memory-vs-context https://nameless.is/blog/ai-memory-vs-context Sat, 07 Nov 2026 00:00:00 GMT Context is what an AI can see right now; memory is what persists between chats. Compare how assistants remember, and what to ask before you trust one. https://nameless.is/blog/ask-before-acting-ai-agents https://nameless.is/blog/ask-before-acting-ai-agents Sat, 07 Nov 2026 00:00:00 GMT AI agents run commands and edit files, so mistakes have real effects. These are the approval principles behind the NAMELESS agent workspace. https://nameless.is/blog/what-is-a-token-in-ai https://nameless.is/blog/what-is-a-token-in-ai Sat, 07 Nov 2026 00:00:00 GMT Tokens are the chunks of text an AI model reads and writes. Learn how tokenizers split words, why counts differ, and how tokens affect cost and limits. https://nameless.is/blog/summarize-long-documents-with-ai https://nameless.is/blog/summarize-long-documents-with-ai Sat, 07 Nov 2026 00:00:00 GMT Summarizing a long document in one go often drops details. Use this seven-step method to split, summarize, quote, and check what an AI tells you. https://nameless.is/blog/ai-agents-vs-chatbots https://nameless.is/blog/ai-agents-vs-chatbots Sat, 07 Nov 2026 00:00:00 GMT A chatbot replies; an agent plans, uses tools, and acts over many steps. Learn how the loop works, what can go wrong, and what to ask before trusting one. https://nameless.is/blog/rag-vs-long-context https://nameless.is/blog/rag-vs-long-context Sat, 07 Nov 2026 00:00:00 GMT RAG searches for the right passages; long context puts the whole document in the prompt. Compare strengths, failure modes, and when to use each approach. https://nameless.is/blog/why-ai-makes-things-up https://nameless.is/blog/why-ai-makes-things-up Sat, 07 Nov 2026 00:00:00 GMT AI hallucinations are fluent, confident, and wrong. Learn why language models invent facts and citations, and the habits that help you catch it. https://nameless.is/blog/better-ai-prompts-checklist https://nameless.is/blog/better-ai-prompts-checklist Sat, 07 Nov 2026 00:00:00 GMT Vague prompts get vague answers. Use this checklist of task, audience, context, constraints, and format to get clearer, more useful AI responses. https://nameless.is/blog/ai-assistant-privacy-checklist https://nameless.is/blog/ai-assistant-privacy-checklist Sat, 07 Nov 2026 00:00:00 GMT Before you paste something into an AI assistant, know what is stored, who can read it, and whether it trains models. A checklist of questions and habits. https://nameless.is/blog/ai-coding-assistant-safe-workflow https://nameless.is/blog/ai-coding-assistant-safe-workflow Sat, 07 Nov 2026 00:00:00 GMT A safe workflow for AI coding assistants and agents: version control, small tasks, reading the diff, tests, and approving commands one at a time. https://nameless.is/blog/scheduled-ai-tasks https://nameless.is/blog/scheduled-ai-tasks Sat, 07 Nov 2026 00:00:00 GMT Recurring AI tasks save time and repeat their mistakes. Learn which tasks suit a schedule, which do not, and the guard rails to look for first. https://nameless.is/blog/ai-research-without-fooling-yourself https://nameless.is/blog/ai-research-without-fooling-yourself Sat, 07 Nov 2026 00:00:00 GMT A research method for AI assistants: vary your search angles, extract claims with quotes, check sources, and keep evidence gaps visible in your notes.