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AI Prompt Chaining & Workflows

Intermediate

Assumes foundational knowledge. Builds on basics.

Master the art of chaining AI prompts and building sophisticated workflows. Learn to design multi-step AI pipelines, handle errors gracefully, implement branching logic, manage context, and build production-ready AI workflows for research, content creation, and code generation.

Conteúdo do Curso

12 módulos • 43 aulas

1

Beyond Single Prompts

3 aulas

Limitations of Single Prompts

Thinking in Steps

When to Chain Prompts

2

Output as Input: Chaining Basics

4 aulas

Anatomy of a Prompt Chain

Passing Outputs Between Prompts

Transforming Outputs for Next Steps

Building Your First Chain

3

Designing Prompt Chains

3 aulas

Chain Design Principles

Defining Clear Interfaces

Planning Your Chain Architecture

4

Error Handling in Chains

4 aulas

Types of Chain Failures

Output Validation Strategies

Retry and Fallback Patterns

Graceful Degradation

5

Branching and Conditional Logic

3 aulas

Conditional Chain Execution

Classification-Based Routing

Dynamic Chain Construction

6

Parallel vs Sequential Execution

4 aulas

Sequential Execution Patterns

Parallel Prompt Execution

Fan-Out and Fan-In Patterns

Result Aggregation Strategies

7

Memory and Context Management

4 aulas

Understanding Context Windows

Context Accumulation Strategies

Summarization and Compression

External Memory Systems

8

Tool Use in Chains

3 aulas

Integrating External Tools

Using Tool Results in Chains

Multi-Tool Orchestration

9

Building Research Workflows

3 aulas

Research Workflow Design

Multi-Source Information Synthesis

Fact Verification Chains

10

Building Content Pipelines

4 aulas

Content Pipeline Architecture

From Outline to Draft

Editing and Review Chains

Multi-Format Content Adaptation

11

Building Code Generation Workflows

4 aulas

Code Generation Chain Patterns

From Specification to Implementation

Test Generation Chains

Code Review and Refactoring Chains

12

Production Considerations

4 aulas

Cost Optimization Strategies

Latency and Performance

Monitoring and Debugging Chains

Scaling Your Workflows