Digital Guide — 50+ Pages

Ship production software with AI agents

The playbook from an AI-native dev agency that ships enterprise software daily. Prompting frameworks, real project walkthroughs, failure modes we learned the hard way, and the production checklist we use on every build.

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Everything we learned shipping AI-built software

Chapter 1

The Vibe Coding Framework

How to think about AI-assisted development differently. The mental models that separate hobby projects from production systems.

Chapter 2

Prompting Templates That Work

Battle-tested prompt templates for architecture, implementation, debugging, and code review. Copy-paste ready.

Chapter 3

Real Project Walkthrough

Step-by-step breakdown of a production app built with AI agents — from brief to deploy. Every prompt, every decision, every fix.

Chapter 4

Failure Modes & Recovery

The 12 ways AI-generated code breaks in production, and the patterns we use to catch them before users do.

Chapter 5

The Production Checklist

Our internal QA checklist for shipping AI-built software. Security, performance, edge cases, and the non-obvious stuff that breaks at scale.

Chapter 6

Tool Stack & Workflow

The exact tools, models, and workflow configurations we use daily. What works, what doesn't, and what's overhyped.

If you're building with AI, this is your edge

Solo founders

Ship your MVP 10x faster without hiring a dev team. Go from idea to production with a proven framework.

Engineers adopting AI

Skip the trial-and-error phase. Learn the patterns that work in production, not just demos.

Agency owners

Deliver client projects faster and at higher margins. The same playbook we use to run an AI-native agency.

Built by the team behind Sprintwell

Sprintwell is an AI-native dev agency that ships production enterprise software daily. This guide isn't theory — it's the exact playbook we refined by building real products for real clients. Every template, every checklist, every failure mode comes from production experience.

Common questions

What format is the guide?
PDF download. You'll get instant access after purchase — read it on any device, keep it forever.
Is this for beginners or experienced developers?
Both. The framework sections help beginners think about AI-assisted development correctly. The production checklists and failure modes are advanced material that experienced developers will find immediately actionable.
Which AI tools does this cover?
The principles are model-agnostic, but we focus on Claude, GPT-4, and the agent frameworks we use in production (Claude Agent SDK, MCP). The prompting templates work across models.
Will this be updated?
Yes. The AI development landscape moves fast. Purchasers get access to future updates at no extra cost.

Stop guessing. Start shipping.

The difference between AI-assisted prototypes and production software is a system. This is ours.

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