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Debugging Techniques for Production AI

Half-day workshopWorkshopEngineers and SREs operating distributed AI systems
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Program Overview

Learn to reconstruct failed requests in under 30 seconds using correlation IDs with OpenTelemetry, build real-time dashboards with Langfuse and Grafana, and set up intelligent alerts that catch problems before users complain.

Duration

Half-day workshop

Format

Workshop

Audience

Engineers and SREs operating distributed AI systems

Curriculum

What You'll Learn

01The Three Layers of AI Failures
02OpenTelemetry for AI Workflows
03Automated Dashboards with Langfuse and Grafana
04Lab: Instrument Multi-Service Application
05Lab: Debug Production 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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