30 sections

The Complete AI Playbook

The Definitive Practitioner Encyclopedia for 2026

Jump directly into any section. Everything is organized in one unified view.

The Complete AI Playbook cover

All Sections

30 sections grouped by phase.

Phase 01

Foundations

5 sections

The Complete AI Playbook volume 01

The Complete AI Playbook

AI Product Reality & Risk Tiers

Maps AI product types to risk levels and sets the stage for everything that follows.

Phase 02

Core Building Blocks

6 sections

The Complete AI Playbook volume 06

The Complete AI Playbook

Prompt & Tool Architecture

Structures prompts and tools for reliability and control.

Phase 03

Data & Human Systems

4 sections

The Complete AI Playbook volume 12

The Complete AI Playbook

Dataset Engineering & Pipelines

Builds, validates, and maintains evaluation datasets at production scale.

Phase 04

Production Engineering

5 sections

The Complete AI Playbook volume 16

The Complete AI Playbook

AI Security — From Prompt Injection to Infrastructure Defense

Full-stack AI security: OWASP LLM & Agentic Top 10, prompt injection, model theft, data poisoning, supply chain attacks, zero trust, SOC 2, ISO 27001/42001, EU AI Act, and NIST AI frameworks.

Phase 05

Specialized Modalities

3 sections

The Complete AI Playbook volume 21

The Complete AI Playbook

Voice & Real-Time Systems

Latency engineering, perceptual UX, ASR/TTS evaluation, conversational quality, barge-in handling, real-time safety, streaming architecture, session state integrity, conversational recovery, cost governance, voice biometrics, and enterprise voice operations for real-time AI systems where milliseconds matter.

Phase 06

Scale & Economics

4 sections

The Complete AI Playbook volume 24

The Complete AI Playbook

System Cost Engineering

Keeps inference cost aligned with business reality.

Phase 07

Enterprise & Leadership

3 sections

The Complete AI Playbook volume 28

The Complete AI Playbook

Multi-Tenant & Customer-Specific Evals

Adapts evaluation to customer-specific expectations at scale.