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Architectural Deep-Dive into Production AI Systems

Half-day workshopWorkshopBackend engineers, platform engineers, DevOps professionals
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Program Overview

Learn the 5-layer architecture framework that lets you map any AI system in 30 minutes, implement OpenTelemetry tracing to pinpoint bottlenecks in under 30 seconds, and build real-time topology maps showing exactly where requests are failing.

Duration

Half-day workshop

Format

Workshop

Audience

Backend engineers, platform engineers, DevOps professionals

Curriculum

What You'll Learn

01The 5-Layer AI Architecture Framework
02Distributed Tracing with OpenTelemetry
03Microservices and Agent Architecture Patterns
04Real-Time Topology Maps and Monitoring
05Lab: Instrument Your LLM Application
06Lab: Debug Production Timeout Scenarios

The bILTup Difference

This isn't off-the-shelf training

Built around your tech stack

Not a generic curriculum — we design every module around the languages, frameworks, and tools your team actually uses.

Labs modeled on your work environment

Hands-on exercises drawn from your real codebase, infrastructure, and business challenges — not contrived examples.

Delivered by domain practitioners

Your instructor is a working technologist with real-world experience in this exact domain — not a generalist reading slides.

Ready to build a custom version of this program?

Every program we deliver is fully tailored to your team, your stack, and your business goals.

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