AI Project Setup — Specs & Architecture for AI Coding Tools by Leo DreAI Project Setup — Specs & Architecture for AI Coding Tools by Leo Dre
AI Project Setup — Specs & Architecture for AI Coding Tools Leo Dre
Cover image for AI Project Setup — Specs & Architecture for AI Coding Tools
Tried building your app with AI and hit a wall — broken code, endless prompts, weeks lost learning, and tokens burned on the same bugs? AI Development done right removes the chaos before you write a single line.
Start doing Vibe Coding correctly: work with any AI tool using an expert approach — professional setup, flow diagrams, the right prompts, and a solid architecture underneath it all. I deliver specifications that AI coding agents (Claude, Cursor, Replit, Vercel, Firebase, ChatGPT Codex, Copilot, Devin) can actually execute and track — instead of guessing, drifting, and rewriting.
THE OUTCOME: AI-ready specifications your coding agents genuinely understand. Stop debugging chaos, start building consistently. Instead of losing days (and endless tokens) to broken AI-generated code, you get:
✓ Clear architecture your AI tools follow step by step ✓ Project configuration with best practices baked in ✓ Tested prompts that generate clean, consistent code ✓ Security checklists that prevent vulnerabilities early ✓ Integration configs that actually work in production ✓ QA specifications that catch issues before launch ✓ Proper Database & API communication mapped out ✓ Market-ready structure your users will actually enjoy ✓ Performance designed to handle real-world demand
THE PROCESS:
Discovery call — I gather your idea, goals, constraints, and scope.
Confirmation — I send a written scope + deliverables summary for your approval.
Build — on confirmation, I produce the full spec pack (5–7 days) ready for any AI tool.
REQUIREMENTS: A short call, your idea or rough notes, and any existing docs, wireframes, or references you already have. No prep needed — I lead the intake.
IMPORTANT: Documentation only (not code implementation). Compliance guidance is technical recommendation, not legal advice. This fee credits toward the Idea → Launch Blueprint if you upgrade within 14 days.
FAQs

Starting at$497
Duration5 days
Tags
Claude
N8N
AI Automation
AI Developer
Vibe Coding
AI Builder
AI Project
AI prompts
AI SaaS
Service provided by
Leo Dre Sofia, Bulgaria
2
Followers
AI Project Setup — Specs & Architecture for AI Coding Tools Leo Dre
Starting at$497
Duration5 days
Tags
Claude
N8N
AI Automation
AI Developer
Vibe Coding
AI Builder
AI Project
AI prompts
AI SaaS
Cover image for AI Project Setup — Specs & Architecture for AI Coding Tools
Tried building your app with AI and hit a wall — broken code, endless prompts, weeks lost learning, and tokens burned on the same bugs? AI Development done right removes the chaos before you write a single line.
Start doing Vibe Coding correctly: work with any AI tool using an expert approach — professional setup, flow diagrams, the right prompts, and a solid architecture underneath it all. I deliver specifications that AI coding agents (Claude, Cursor, Replit, Vercel, Firebase, ChatGPT Codex, Copilot, Devin) can actually execute and track — instead of guessing, drifting, and rewriting.
THE OUTCOME: AI-ready specifications your coding agents genuinely understand. Stop debugging chaos, start building consistently. Instead of losing days (and endless tokens) to broken AI-generated code, you get:
✓ Clear architecture your AI tools follow step by step ✓ Project configuration with best practices baked in ✓ Tested prompts that generate clean, consistent code ✓ Security checklists that prevent vulnerabilities early ✓ Integration configs that actually work in production ✓ QA specifications that catch issues before launch ✓ Proper Database & API communication mapped out ✓ Market-ready structure your users will actually enjoy ✓ Performance designed to handle real-world demand
THE PROCESS:
Discovery call — I gather your idea, goals, constraints, and scope.
Confirmation — I send a written scope + deliverables summary for your approval.
Build — on confirmation, I produce the full spec pack (5–7 days) ready for any AI tool.
REQUIREMENTS: A short call, your idea or rough notes, and any existing docs, wireframes, or references you already have. No prep needed — I lead the intake.
IMPORTANT: Documentation only (not code implementation). Compliance guidance is technical recommendation, not legal advice. This fee credits toward the Idea → Launch Blueprint if you upgrade within 14 days.
FAQs

$497