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CodeSignal

Developing a Stateless Agent in Python

via CodeSignal

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Overview

Turn scripts into reusable components by embracing stateless design. With Factors 2, 5, 10, and 12, you’ll externalize prompts, unify execution and business state, and build a reducer-style agent that takes state in and returns state out.

Syllabus

  • Unit 1: Designing a Stateless Reducer Agent
    • Building the Agent Class Foundation
    • Loading Tool Schemas from External Files
    • Implementing the Model Communication Method
    • Processing Model Responses and Completion Signals
    • Executing Tools with Error Handling
    • Orchestrating the Complete Reducer Loop
  • Unit 2: Taking Ownership of Prompts
    • Externalizing Prompts as Versioned Files
    • Creating a Versioned Context Template
    • Building the Execution History Serializer
    • Integrating the Context Serializer into Agent
  • Unit 3: Unifying Execution and Business States
    • Building a Unified State Model
    • Refactoring the Agent Around State
    • Deferring Tool Execution Between Steps
    • Pause and Resume Through Serialization

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