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Production AI
LLMOps in Production
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LLMOps in Production
Production AI · Lesson 3 of 11
LLMOps in Production
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Mastery Course
LLMOps in Production
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Deploy, monitor, and operate AI systems that stay reliable at scale.
7 modules
·
~18 min
Continue
MODULE 1
The LLMOps Mindset
Why Production AI Is Different
· ~3 min
→
MODULE 2
Observability & Monitoring
You Can't Fix What You Can't See
· ~3 min
MODULE 3
Caching & Latency
Make It Fast and Cheap
· ~3 min
MODULE 4
Gateways & Routing
Manage Multiple Models Like One
· ~3 min
MODULE 5
CI/CD for AI
Deploy Prompts Like Code
· ~3 min
MODULE 6
Reliability & Resilience
When Models Fail, Users Shouldn't
· ~3 min
MODULE 7
The Evaluation Flywheel
Continuous Improvement in Production
· ~3 min
