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LEARNING GUIDE

Checklists

Checklists Turn Good Practice Into Repeatable Steps

Overview

Use a checklist before an important step: starting a project, validating an idea, running a sprint or shipping to production. Each one is a short list you can work through and review with your team.

Explore Resources

5 checklists to use in your next project

AI Developer Skill Assessment Checklist

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

Open AI Developer Skill Assessment Checklist

Deployment Readiness Checklist

35-point pre-deployment checklist for AI applications covering testing, security, performance, monitoring, and rollback planning.

Open Deployment Readiness Checklist

Development Sprint Checklist

Checklist for planning and tracking AI development sprints. Covers goal setting, estimation, daily standups, and retrospectives.

Open Development Sprint Checklist

Product Validation Checklist

25-point checklist to validate your product idea before building. Covers problem definition, user clarity, differentiation, and willingness to pay.

Open Product Validation Checklist

Project Planning Checklist

A 40-point checklist for moving from idea to structured implementation. Covers tech stack, architecture decisions, task breakdown, and first-sprint planning.

Open Project Planning Checklist
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