All Production Agents Failed at This Layer (11/12 Systems)

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I reviewed 12 real production agent deployments last month.

11 of them failed.

Not because of the LLM.
Not because of RAG.
Not because of prompts.

They all failed at the same place: orchestration.

In this video, I break down the exact Layer where production agent systems collapse — and why most tutorials completely skip it.

You’ll see real failure cases:
• 1,200 duplicate Slack messages in 6 hours
• 847 duplicate Stripe charges ($84,000 impact)
• Thousands of duplicate database writes caused by race conditions

I’ll walk you through:
• What Layer 5 (Orchestration) actually is
• Why retries without idempotency destroy production systems
• How exponential backoff + jitter prevents thundering herds
• Why circuit breakers are non-negotiable for agent reliability
• A complete production-grade orchestration implementation in Python

This is the difference between:
POC systems that work in demos
and
Production systems that survive real traffic, failures, and scale.

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🔓 Get all the code from this video (free):
👉 https://community.nachiketh.in

🚀 Build production-ready agentic AI systems (Bootcamp):
👉 https://bootcamp.nachiketh.in

If you’re a senior engineer, architect, or tech lead building real agent systems — this is required knowledge.