Первичные материалы и область проверки
Использованы только официальные developer docs, engineering и research материалы OpenAI, Anthropic и Google. Ссылки проверялись как актуальные 31 июля 2026 года. Формулировки книги являются пересказом и инженерным синтезом, а не копированием документации.
OpenAI
- Prompt engineering: roles, few-shot, context, caching, agentic tasks, model differences.
- GPT-5.6 model guidance: current behavior, prompting and feature status.
- Prompting: prompts as code, versioning, tests and current deprecation guidance.
- Prompt caching: stable prefixes and cache behavior.
- Reasoning best practices: direct prompts and chain-of-thought caution.
- Structured model outputs.
- Function calling and tool schemas.
- Tool search: deferred tools and namespaces.
- File search: retrieval and citations.
- Agents SDK guide.
- Agent results and state.
- Orchestration and handoffs.
- Multi-agent.
- Agents SDK multi-agent patterns.
- Agents SDK human approval.
- Evaluate agent workflows.
- Realtime models prompting.
- Safety in building agents.
Anthropic
- Prompting best practices: clarity, context, examples, XML, thinking and agentic systems.
- Prompt engineering overview: success criteria before optimization.
- Structured outputs.
- Building effective agents: workflows, agents and composable patterns.
- Effective context engineering for AI agents.
- How we built our multi-agent research system.
- Writing effective tools for agents.
- Demystifying evals for AI agents.
- Customer support agent.
- Define tools.
- Prompt caching.
- Claude Code custom subagents.
- Trustworthy agents in practice.
- Prompt design strategies: clear instructions, few-shot, context and decomposition.
- Gemini 3 Developer Guide: current model-specific prompt guidance.
- Structured outputs.
- Function calling.
- File Search: RAG, citations and structured output.
- Long context.
- Context caching.
- Live API overview.
- Live API best practices.
- Live translation.
- ADK Agents.
- ADK Agent workflows.
- ADK Template workflows.
- ADK Parallel workflow.
- ADK Session, State and Memory.
- ADK Evaluation.
- ADK Safety and Security.