Resources

Free guides
& resources

Everything we've learned from shipping 30+ AI products, distilled into actionable guides. No fluff—just the frameworks and checklists we actually use.

AI Development Checklist

PDF • 2 pages

A 2-page checklist covering everything you need before, during, and after building an AI app. From model selection to deployment verification.

What's inside:

Pre-development planningModel selection criteriaTesting requirementsDeployment checklistPost-launch monitoring

MVP Planning Guide

PDF • 8 pages

How to scope and ship an AI MVP in 2-4 weeks. The exact process we use to go from idea to production at record speed.

What's inside:

Feature prioritizationTech stack decisionsTimeline planningBudget allocationLaunch strategy

AI Cost Calculator

Google Sheets

Interactive spreadsheet to estimate your AI project costs. Includes API pricing, infrastructure, development, and ongoing maintenance.

What's inside:

API cost estimationInfrastructure planningDevelopment budgetingMonthly operating costsROI projections

Model Selection Guide

PDF • 6 pages

When to use GPT-5 vs Claude vs Gemini. Decision framework based on task type, cost requirements, and performance needs.

What's inside:

Model comparison matrixUse case matchingCost optimization tipsMulti-model strategiesPerformance benchmarks

Featured articles

Deep dives into AI development, from architecture to scaling.

Business

AI ROI: How Companies Are Saving 40% on Operations

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Technical

The Complete Guide to Building MCP Servers

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Comparison

GPT-5 vs Claude Opus 4.5: Choosing the Right AI

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Guide

Building AI Apps That Scale to 100K+ Users

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Case Study

From Idea to App Store in 1 Day

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Tutorial

RAG Systems Explained: Build Your Own Knowledge Base

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