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Field notes on AI, web development and automation. Concrete cases, not marketing.

July 5, 2026 · 6 min read
Why a chatbot is not enough: what an AI assistant should do in a business
A chatbot answers, a useful AI assistant prepares the work: emails, documents, business context and human approval before sensitive actions. Explanations and a concrete example.
- AI assistant
- AI agent
- Email automation
- Small business
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June 11, 2026 · 5 min read
AI, automation, AI agents, APIs: understand the words before starting a project
Plain-language definitions and concrete examples to understand AI, automation, AI agents, APIs, RAG and LLMs in a business context.
- AI
- Automation
- AI agent
- API
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