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AI+ Context Engineering™
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Datos del curso
General
Course Introduction
Audio Book: Introduction - AI+ Context Engineering
Module 1: Foundations of Context Engineering
Module 1: Foundations of Context Engineering
AudioBook: Foundations of Context Engineering
Podcast: Foundations of Context Engineering
1.1 What Is Context Engineering?
1.2 The Paradigm Shift: From Prompt to Context
1.3 The Four Building Blocks of Context
1.4 The Core Benefits of Context Engineering
1.5 LLM Memory and Context
1.6 Case Studies in Production Context Engineering
Activity: Drag and drop
Quiz
Hands - On
Module 2: Context Management Patterns and Techniques
Module 2: Context Management Patterns and Techniques
AudioBook: Context Management Patterns and Techniques
Podcast: Context Management Patterns and Techniques
2.1 The Context Management Framework
2.2 Write Context (Defining Identity and State)
2.3 Select Context (Precision Retrieval)
2.4 Compress Context (Efficiency and Scaling)
2.5 Isolate Context (Defining Boundaries and Scope)
2.6 Advanced Retrieval and Compression Techniques (LlamaIndex/LangChain)
2.7 Tool Selection as Context
2.8 Case Studies – From Branching Reasoning to Unified Context Flow
Activity: Tab
Quiz
Hands - On
Module 3: The Context Pipeline, RAG, and Grounding Architecture
Module 3: The Context Pipeline, RAG, and Grounding Architecture
AudioBook: The Context Pipeline, RAG, and Grounding Architecture
Podcast: The Context Pipeline, RAG, and Grounding Architecture
3.1 The Context Pipeline: An End-to-End System View
3.2 Context Pipeline Example: How a Q&A Bot Uses the Full Pipeline
3.3 Retrieval-Augmented Generation (RAG) Architecture Deep Dive
3.4 Conceptual and Practical Vector Databases
3.5 Context Quality Challenges: Grounding Failures and Mitigation
3.6 Orchestration Frameworks: Building State and Flow
3.7 Case Study: Anthropic’s Multi-Agent Researcher
Activity: Sequence
Quiz
Hands - On
Module 4: Optimization, Scaling, and Enterprise Readiness
Module 4: Optimization, Scaling, and Enterprise Readiness
Audiobook: Optimization, Scaling, and Enterprise Readiness
Podcast: Optimization, Scaling, and Enterprise Readiness
4.1 Cost and Performance Optimization: The Economic Context Pipeline
4.2 Context Scaling and the Model Context Protocol (MCP)
4.3 Security and Compliance: Guardrails for Enterprise Context
4.4 Context Consistency and Conflict Resolution
4.5 Multi-Modal Context: Unlocking Unstructured Enterprise Data
4.6 Real-World Case Studies
Activity: Multiple response
Quiz
Hands - On
Module 5: Context Flow Design for Business Users: Architecting Reliable AI via No-Code Platforms
Module 5: Context Flow Design for Business Users: Architecting Reliable AI via No-Code Platforms
Audiobook: Context Flow Design for Business Users: Architecting Reliable AI via No-Code Platforms
Podcast: Context Flow Design for Business Users: Architecting Reliable AI via No-Code Platforms
5.1 Introduction to Context Flow Architecture for the Business User
5.2 Mapping Business Processes to AI-Ready Context Flows
5.3 No-Code Tools for Flow Control: Implementing W-S-C-I Visually
5.4 Business-Friendly Context Management: Templates and Summaries
5.5 Designing a Dynamic Customer Onboarding Assistant
5.6 Context for Automated Workflows: The Link to AWA
5.7 Real-World Enterprise Success in Context Flow Design
Activity: Scenario
Quiz
Hands - On
Module 6: Real-World Industry Context Applications
Module 6: Real-World Industry Context Applications
Audiobook: Real-World Industry Context Applications
Podcast: Real-World Industry Context Applications
6.1 The Context Engineering Imperative in Regulated Domains
6.2 Healthcare: Clinical Decision Support and Patient Safety
6.3 Finance: Real-Time Analysis and Regulatory Adherence
6.4 Legal and Education: Precision and Personalized Context
6.5 Industry Context Risk Mitigation
6.6 Context Engineering for Advanced AI Agents
6.7 Detailed Real-World Case Studies
Activity: Fill in the blank
Quiz
Hands - On
Module 7: Multi-Agent Orchestration and the Future
Module 7: Multi-Agent Orchestration and the Future
Audiobook: Multi-Agent Orchestration and the Future
Podcast: Multi-Agent Orchestration and the Future
7.1 The Architectural Imperative of Multi-Agent Systems
7.2 Multi-Agent Context Communication and Flow Design
7.3 Controlling Agent Behavior Through System Context and Guardrails
7.4 Future Trends: The Impact of Scale and Automation
7.5 Ethics and Responsible Use in Coordinated Systems
7.6 Case Studies in Enterprise Multi-Agent Deployment
7.7 Career Pathways: The Context Architect and AI Governance
Activity: Hotspot
Quiz
Hands - On
Module 8: Capstone Project
Module 8: Capstone Project
Audiobook: Capstone Project
Podcast: Capstone Project
8.1 Introduction to Capstone Project
Quiz
Resources
AI+ Context Engineering Blueprint
AI+ Context Engineering Detailed Curriculum
AI+ Context Engineering Tools
AI+ Context Engineering Resources and References
AI CERTs Exam Guidelines
AI CERTs Exam Guidelines
AI+ Context Engineering Examination
AI+ Context Engineering Examination
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