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CodeSignal

Exploring Workflows with Claude in Python

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Overview

Explore how to orchestrate Claude through common workflow patterns. Master strategies for decomposing complex tasks, routing work efficiently, and executing parallel operations using only prompt engineering and API call orchestration.

Syllabus

  • Unit 1: Getting Started with Anthropic API
    • Making Your First Claude Request
    • Extracting Key Information from Responses
    • Building Multi Turn Conversations with Claude
    • Handling Multiple Content Blocks Safely
    • Exploring Claude's Internal Thinking Process
  • Unit 2: Breaking Down Tasks with Prompt Chaining
    • Building Your First Chain Link
    • Adding Guardrails to Your Chain
    • Tightening Guardrails for Better Control
    • Completing Your Translation Chain Link
    • Adding Quality Review to Your Chain
  • Unit 3: Building Intelligent Task Routers
    • Writing a Task Router Prompt
    • Mapping Router Decisions to Specialists
    • Completing the Intelligent Routing Workflow
    • Enhancing Router Decisions with Extended Thinking
    • Scaling Routing Systems with New Specialists
  • Unit 4: Speeding Up Workflows with Parallelization
    • Converting Sync to Async Claude Calls
    • Building a Parallel Claude Workflow
    • Adding Result Synthesis to Parallel Workflows

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