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AI Engineering track

Guardrails

Input/output filters, safety classifiers, PII handling and control prompts.

6 concepts4 labs
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Concepts

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Work through the concepts in order, or jump to what you need.

1

Guardrails Overview

Concept · Hands-on lab included

2

Input Filtering

Concept · Hands-on lab included

3

Output Filtering

Concept · Hands-on lab included

4

PII Detection & Handling

Concept · Hands-on lab included

5

Classifier-Based Guardrails

Concept · Hands-on lab included

6

The Sentry Pattern

Concept · Hands-on lab included

Practice

Hands-on labs

Apply what you've learned in guided, production-style environments.

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25 min · beginner · Guardrails Overview

Sanitize and Cap Input

25 min · beginner · Input Filtering

Redact Sensitive Output

30 min · intermediate · Output Filtering

Score Outputs with a Mini Judge

35 min · advanced · The Sentry Pattern

Continue

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Preparing documents, JSON, embeddings pipelines and data validation for AI.

DevOpsForge - AI Engineering · Guardrails
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