AI playbooks with an operational point of view.
Role-based guides designed around time saved, tools used, and actual workflow count. Less inspiration board, more field manual.
At a glance
Published playbooks
Audience roles
Total workflows
Featured picks
Featured
Start with the most useful playbooks.
Developers
The 2026 AI Workflow for Software Engineers
Why it matters
How top engineers combine Cursor, Claude Sonnet 4.6, and local LLMs to ship features 10x faster. A complete 2026 playbook.
Designers
AI for UI/UX Designers: From Wireframe to Code
Why it matters
Product designers can go from abstract concept to functioning frontend React code using Midjourney for ideation and v0 for component generation.
All playbooks
Browse by role, difficulty, and workflow depth.
Every entry is pulled from the Astro content collection, so new playbooks will land here automatically.
Beginner workflow
The AI Job Seeker: Resume Optimization and Interview Prep
A comprehensive playbook on how to use AI tools like ChatGPT and Claude to tailor your resume, write cover letters, and ace job interviews in 2026.
Beginner workflow
AI for NGOs: Automating the Grant Writing Workflow
A step-by-step playbook for non-profits and NGOs to use AI for researching, drafting, and refining successful grant proposals.
Advanced workflow
The 2026 AI Workflow for Software Engineers
How top engineers combine Cursor, Claude Sonnet 4.6, and local LLMs to ship features 10x faster. A complete 2026 playbook.
Intermediate workflow
Researchers: The AI Literature Review
Academic and industry researchers can conduct comprehensive literature reviews in hours, not weeks, using Perplexity AI and Claude.
Intermediate workflow
AI for UI/UX Designers: From Wireframe to Code
Product designers can go from abstract concept to functioning frontend React code using Midjourney for ideation and v0 for component generation.
Advanced workflow
Content Creators: Scaling Video Production
How to use AI tools for scripting, editing, and repurposing long-form video into viral shorts.
Intermediate workflow
Freelancers: Automating Your Client Onboarding
Freelancers can automate client onboarding by using AI to instantly generate tailored proposals, standard contracts, and customized welcome packets.
Intermediate workflow
How to Use AI for Legal Document Review
A complete playbook for using AI to review contracts, find loopholes, and summarize complex legal documents safely and securely.
Intermediate workflow
The Ultimate Prompt Engineering Cheat Sheet for Marketers
Master prompt engineering in 2026. Learn the exact frameworks to generate high-converting copy, SEO articles, and campaign strategies.
Beginner workflow
Students: The Ultimate Research Paper Workflow
Students can use AI to ethically accelerate academic research by finding peer-reviewed sources, summarizing dense papers, and structuring outlines.
Beginner workflow
AI for Teachers: Lesson Planning Made Simple
Step-by-step guide for teachers to use AI tools like ChatGPT and Perplexity in lesson planning.
Intermediate workflow
Small Business: Mastering AI for Customer Service
Small business owners can streamline customer service by using AI to draft SOPs, generate smart email responses, and automate frontline chat.