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AI-Assisted Product Development Maturity Model: Find Your Next StepAITutorial

A five-level maturity model for AI-assisted product development — what to do, which tools to use, and what to measure at each level. Self-assess and find your next step. Series finale.

AI-Assisted Development Team Adoption Handbook: From Individual to OrganizationAITutorial

A complete guide from individual AI usage to team-wide adoption — building prompt template libraries, AI code review processes, measuring ROI, compliance considerations, and convincing skeptics. For tech leads and engineering managers.

AI Productivity Guide for Non-Technical Roles: PMs, Designers, and BeyondAITutorial

A practical AI guide for product managers, designers, marketers, and operations — competitor research, weekly reports, meeting notes, user feedback analysis, and data reports, with ready-to-use methods for each scenario.

AI Tool Selection Guide: Pick the Right Tool for the JobAITutorial

A side-by-side comparison of mainstream AI tools — LLMs (Claude/ChatGPT/Gemini), coding tools (Claude Code/Cursor/Copilot), and design tools (v0/Figma AI) — with recommendations by role and scenario.

AI-Assisted Development Pitfalls: What AI Won't Tell YouAITutorial

The most common pitfalls in AI-assisted product development — hallucinations, security vulnerabilities, over-reliance, context loss, unusable designs — each with real cases and fixes.

AI Prompt Engineering Playbook: From Usable to Excellent OutputAITutorial

A systematic guide to core prompt engineering techniques — role setting, template constraints, chain of thought, few-shot examples, and iterative refinement — each with real-world demos across the product development pipeline.

AI-Assisted UI Design in Practice: From PRD to Interactive PrototypeAITutorial

A hands-on guide to generating UI prototypes from PRD descriptions using v0, Figma AI, screenshot-to-code, and more. Covers three design paths, prompt techniques, a ticket system case study, and practical tips.

AI-Assisted Product Development: A Full Pipeline GuideAITutorial

A complete overview of AI's role across the product development pipeline — requirements, PRD, design, technical architecture, coding, testing, and deployment — with methods, tools, and limitations for each stage.

The Complete Guide to Claude Code Agent SDK: Build Your Own AI Agents with Claude's EngineAITutorial

A deep dive into Claude Code Agent SDK — core concepts, API design, permission models, MCP tool extensions, and practical examples. The complete leap from "using Claude Code" to "building custom agents with Claude Code's engine."

Claude Code Security Best Practices: Building Multi-Layer Defenses from Permission Models to Enterprise ControlsAIEngineering

A systematic guide to Claude Code security architecture, covering permission models, sandbox strategies, sensitive file protection, prompt injection defense, CI/CD security, enterprise controls, and security auditing, with complete multi-layer defense configurations.