Useful before you build. Useful while you build.

Advanced Prompt Templates Collection

Production-ready prompt templates for complex AI tasks and business applications.

AI Agent Workflow Architecture

System design template for multi-step AI agent workflows with tool usage, memory management, and planning logic.

AI API Integration Pattern

Architecture template for connecting AI services with backend systems, databases, and frontends. Covers error handling, rate limiting, and cost management.

AI Approach Selection Guide

Decision guide for choosing between RAG, fine-tuning, prompt engineering, agents, and rule-based approaches. Free PDF download.

AI-Assisted Development Workflow

Structured workflow template for AI-assisted development. Covers requirements, architecture, code generation, testing, and documentation with AI tools.

AI Code Review Workflow

Structured workflow for AI-assisted code review. Covers review request structure, AI suggestion validation, security review prompts, and change documentation.

AI Developer Roadmap: Four Stages from Foundations to Deployment

Follow four stages of AI development: programming, model integration, retrieval and deployment. Use practice tasks and a free progress checklist.

AI Portfolio Project Ideas

20 curated AI project ideas for portfolio development, organized by difficulty. Each includes problem statement, suggested stack, and estimated build time.

AI Project Building Mastery Guidebook

A beginner-friendly guide to understanding AI and building real projects from scratch with simple, practical learning.

AI Developer Skill Assessment Checklist

60-skill self-assessment checklist for AI developers covering programming, API integration, prompt engineering, architecture, and deployment.

AI Tool Selection Framework

Decision matrix for evaluating AI tools across capability, cost, latency, reliability, lock-in risk, and integration complexity.

AI Tool Selection Guide

Guide to choosing the right AI tools for your project type. Covers LLM APIs, vector stores, orchestration frameworks, and deployment options. Free PDF.

QUICK-START COMPANIONS

Six practical templates. Ready to use.

Download these new text templates, adapt them to your context and bring the result to a workshop or mentorship session.

AI developer roadmap

Four learning stages, practice tasks and evidence gates for your next project.

Project planning checklist

A focused checklist for defining the problem, scope, implementation and review.

Architecture decision record

Document context, options, trade-offs and your chosen approach.

Prompt design workbook

Build reusable prompts with clear context, constraints and evaluation.

RAG evaluation checklist

Review retrieval, grounding, refusal behaviour and failure cases.

AI pilot canvas

Connect a business workflow to a testable outcome and review process.

Deployment review checklist

A practical starting point for pre-launch engineering review.