Notes

This section presents documents that do not claim to be full-fledged books, as they were created by me with AI on the basis of existing documentation and articles publicly available on the internet. They serve for quickly reviewing or acquiring the knowledge you are missing about technologies and the principles of designing applications and sites. These are more like summaries than full-fledged books.

AI Agents

Multi-Agent Systems Without the Hype 2026

When several agents actually pay off and when they just burn budget. Router, supervisor, agents-as-tools, and handoff; context and write isolation, limits, failure resilience, trust boundaries, and proving usefulness on your own tasks - across the OpenAI Agents SDK, LangGraph, AutoGen, and CrewAI.

29 chapters · GrafSoul · August 2, 2026

AI Agents

Coding Agents and Development Automation 2026

The engineering discipline of working with coding agents: a task contract, repository research, a checkable plan, a minimal patch, tests in a bounded environment, and independent verification. Codex, Claude Code, and Cursor are covered on the same task.

30 chapters · GrafSoul · August 2, 2026

AI Agents

Specialized AI Agents via API 2026

How to assemble a specialized AI agent on providers' direct APIs rather than a framework. A running online-store support agent lives as a provider-agnostic business contract and works the same on OpenAI Responses, Anthropic Messages, and Google Gemini Interactions.

30 chapters · GrafSoul · August 2, 2026