Ideas

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IdeasAug 18, 2026How to use AI in a small businessPractical guide to using AI in a small business: ready-to-use prompts, a pilot framework, ROI math, and hire-vs-AI calls.

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  1. A white database and magnifying glass icon on a frosted-glass tile, with layered translucent panels behind it over a dark, moss-covered landscape.
    Oct 26, 2026What Is RAG Architecture? A Full Definition With Detailed Practical ExamplesRAG architecture is the set of components that stores, retrieves, and feeds external information to an LLM; this guide breaks down 10 types, from basic and hybrid RAG to agentic RAG and GraphRAG, with two step-by-step examples.
  2. How to evaluate AI agents: test sets, graders, and regression checks
    Oct 22, 2026How to evaluate AI agents: test sets, graders, and regression checksA practical six-step guide to evaluating AI agents, from defining success and building test sets from real failures to choosing graders, running regression checks, and monitoring in production.
  3. Speedometer gauge icon on a frosted glass tile against a dark background with warm orange light
    Oct 21, 2026How to track and control team token spendHow teams can see their token usage in dashboards and reports, which kinds of AI work use the most tokens, and how to use controls to reduce it.
  4. Line passing through a single node and splitting into two arrows on a frosted glass tile
    Oct 20, 2026What Is an AI Gateway? A Guide to Routing, Cost Control, and Governance for LLM and Agent TrafficAn AI gateway is a central proxy between your applications or AI agents and the models they call, handling routing, cost control, security, and observability in one place.
  5. Model at the center of a ring of six connected parts on a frosted glass tile
    Oct 19, 2026Harness engineering: what it is and how it worksA plain-language guide to what AI harnesses are and how harness engineering shapes what AI agents can do.
  6. Padlock with code brackets on a frosted glass tile
    Oct 16, 2026What is LLM security? How to mitigate the OWASP top 10 safety risksA guide to LLM security that walks through the OWASP Top 10 for LLM Applications 2026, with a real-world incident and practical defenses for each risk.
  7. White checklist icon on a frosted-glass tile over a green landscape.
    Oct 15, 2026How to use AI for studying: 5 methods that workTurn AI into a study partner with quizzes, spaced review and prompts that build recall instead of giving you the answers
  8. Magnifying glass with a plus sign beside a dashed selection frame on a frosted glass tile
    Oct 15, 2026AI Research: Major Papers and Top Tools for Researchers (+ Best Practices)A guide to AI research, from landmark papers and leading institutions to the best AI research tools and a seven-step framework for using them well.
  9. A white crossed pencil-and-ruler icon on a frosted-glass tile against blue-and-amber curved reflections.
    Oct 14, 2026What Are MCP Tools and How Do AI Models Use Them?Learn what MCP tools are, how AI models find and call them through MCP servers, and how to use them safely.