Generative AI for API Sprawl Mgmt in Enterprise Architectures | Anirudha Karandikar | Conf42 IM 2024
Read the abstract ➤ https://www.conf42.com/Incident_Management_2024_Anirudha_Karandikar_5_generative_api_microservices Other sessions at this event ➤ https://www.conf42.com/im2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/mvHyZzRGaQ Chapters 0:00 Welcome and Introduction 0:36 Agenda Overview 1:07 History of Microservices 1:37 Advantages of Microservices 3:03 Microservices Adoption Milestones 3:38 The Problem of API Sprawl 4:00 Challenges of Distributed Development 6:05 Proposed Solution: Centralization 7:17 Defining Standards and Rules 8:22 Programmatic Enforcement and Starter Kits 10:40 Leveraging AI for API Management 12:00 Governance Model in CICD 13:25 Preventing API Duplication at Inception 14:24 Building an AI-Powered API Discovery Tool 15:25 Steps for Effective Data Preparation 15:59 Indexing and Context Building 16:45 Creating a Query Interface 17:06 Generating Detailed Responses 17:49 Simplified Flow of API Discovery 18:22 Leveraging AI for API Documentation 19:33 Automating Documentation Generation 22:15 Strategies to Control Existing API Sprawl 26:16 Conclusion: Transforming API Landscape with AI