The 7-Layer Production Framework

7
User Interface
⚪
6
Observability
🔴
5
Orchestration
🔴
4
Agent Reasoning
⚪
3
RAG & Memory
⚪
2
Tool Selection
⚪
1
Prompt Engineering
⚪
⚠️ MOST SYSTEMS FAIL AT LAYERS 5-6
Get source code at : https://community.nachiketh.in

What Your Score Means

90-100
Production-Ready
Deploy with confidence. All 7 layers properly implemented.
✅
70-89
Deploy with Caution
Fix critical gaps before scaling. Monitor closely.
⚠️
50-69
NOT Production-Ready
Major infrastructure gaps. DO NOT deploy until fixed.
🚨
<50
Demo Quality
Missing critical layers. Rebuild from scratch.
🛑
Most systems score 50-60 (Not production-ready)
Get source code at : https://community.nachiketh.in

Production Systems Need Infrastructure

POC/Demo Systems
  • Work in testing
  • Fail in production
  • No visibility
  • Surprise costs
Production Systems
  • Handle failures
  • Prevent duplicates
  • Full observability
  • Cost control
📥
Get the Audit Tool
Free production readiness assessment. Run it in 5 minutes.
Join Community community.nachiketh.in
🎓
Learn All 7 Layers
Enterprise Bootcamp. Build production systems. Starts Feb 15.
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Get source code at : https://community.nachiketh.in