arxiv.org/abs/2507.13334v2

00:00:00 Introduction

00:02:46 Related Work

00:05:43 Why Context Engineering?

00:09:36 Foundational Components

00:17:52 System Implementations

00:29:05 Evaluation

00:35:30 Future Directions and Open Challenges

00:41:13 Conclusion

Source: RESTful Web APIs by Leonard Richardson and Mike Amundsen with a Foreword by Sam Ruby

00:00:00 Introduction

00:01:57 Surfing the Web

00:05:11 A Simple API

00:08:46 Resources and Representations

00:13:07 Hypermedia

00:17:40 Domain-Specific Designs

00:22:28 The Collection Pattern

00:27:04 Pure-Hypermedia Designs

00:31:48 Profiles

00:36:34 The Design Procedure

00:41:39 The Hypermedia Zoo

00:46:18 HTTP for APIs

00:50:51 Resource Description and Linked Data

00:55:42 CoAP: REST for Embedded Systems

01:00:19 Appendix C: An API Designer's Guide to the Fielding Dissertation

01:04:43 Glossary

00:00:00 Introducing Knowledge Graphs

00:03:15 Organizing Principles for Building Knowledge Graphs

00:07:37 Graph Databases

00:11:58 Loading Knowledge Graph Data

00:16:08 Integrating Knowledge Graphs with Information Systems

00:20:43 Enriching Knowledge Graphs with Data Science

00:24:49 Graph-Native Machine Learning

00:28:54 Mapping Data with Metadata Knowledge Graphs

00:32:41 Identity Knowledge Graphs

00:36:35 Pattern Detection Knowledge Graphs

00:40:53 Dependency Knowledge Graphs

00:45:31 Semantic Search and Similarity

00:49:51 Talking to Your Knowledge Graph

00:54:16 From Knowledge Graphs to Knowledge Lakes

00:00:00 Introduction

00:05:40 Chapter 1 - Hierarchy is Everything

00:13:41 Chapter 2 - Layout and Spacing

00:20:30 Chapter 3 - Designing Text

00:28:49 Chapter 4 - Working with Color

00:36:34 Chapter 5 - Creating Depth

00:42:04 Chapter 6 - Working with Images

00:47:23 Chapter 7 - Finishing Touches

00:54:09 Chapter 8 - Leveling Up

00:00:00 Introduction

00:01:02 Discrete-Time Signals and Systems

00:02:20 The z-Transform and Its Application to the Analysis of LTI Systems

00:03:32 Frequency Analysis of Signals and Systems

00:04:41 The Discrete Fourier Transform: Its Properties and Applications

00:05:49 Efficient Computation of the DFT: Fast Fourier Algorithms

00:06:50 Implementation of Discrete-Time Systems

00:00:00 Domain-Driven Design

00:01:14 Concept and Principles

00:03:56 Building Blocks of DDD

00:07:06 Implementation of DDD

00:10:13 Implementation of DDD

00:10:33 DDD and Other Software Development Approaches

00:12:05 Criticism and Limitations of DDD

00:00:00 What is AI Ethics?

00:02:48 An Ethical Platform for a Responsible AI Project

00:04:37 The SUM Values

00:06:23 The FAST Track Principles

00:13:59 Securing Responsible Delivery Through Human-Centered Implementation

00:16:00 Conclusion

00:00:00 Introduction

00:00:54 Definitions and Examples

00:01:58 Paths and Cycles

00:03:42 Trees

00:05:00 Planarity

00:06:23 Colouring Graphs

00:07:29 Matching, Marriage, and Menger's Theorem

00:08:51 Matroids