arxiv.org/abs/2507.13334v200:00:00 Introduction00:02:46 Related Work00:05:43 Why Context Engineering?00:09:36 Foundational Components00:17:52 System Implementations00:29:05 Evaluation00:35:30 Future Directions and Open Challenges00:41:13 Conclusion
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Guide - RestAPI
Source: RESTful Web APIs by Leonard Richardson and Mike Amundsen with a Foreword by Sam Ruby00:00:00 Introduction00:01:57 Surfing the Web00:05:11 A Simple API00:08:46 Resources and Representations00:13:07 Hypermedia00:17:40 Domain-Specific Designs00:22:28 The Collection Pattern00:27:04 Pure-Hypermedia Designs00:31:48 Profiles00:36:34 The Design Procedure00:41:39 The Hypermedia Zoo00:46:18 HTTP for APIs00:50:51 Resource Description and Linked Data00:55:42 CoAP: REST for Embedded Systems01:00:19 Appendix C: An API Designer's Guide to the Fielding Dissertation01:04:43 Glossary
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Guide - Building Knowledge Graphs
00:00:00 Introducing Knowledge Graphs00:03:15 Organizing Principles for Building Knowledge Graphs00:07:37 Graph Databases00:11:58 Loading Knowledge Graph Data00:16:08 Integrating Knowledge Graphs with Information Systems00:20:43 Enriching Knowledge Graphs with Data Science00:24:49 Graph-Native Machine Learning00:28:54 Mapping Data with Metadata Knowledge Graphs00:32:41 Identity Knowledge Graphs00:36:35 Pattern Detection Knowledge Graphs00:40:53 Dependency Knowledge Graphs00:45:31 Semantic Search and Similarity00:49:51 Talking to Your Knowledge Graph00:54:16 From Knowledge Graphs to Knowledge Lakes
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Guide - UI Design
00:00:00 Introduction00:05:40 Chapter 1 - Hierarchy is Everything00:13:41 Chapter 2 - Layout and Spacing00:20:30 Chapter 3 - Designing Text00:28:49 Chapter 4 - Working with Color00:36:34 Chapter 5 - Creating Depth00:42:04 Chapter 6 - Working with Images00:47:23 Chapter 7 - Finishing Touches00:54:09 Chapter 8 - Leveling Up
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Fundamentals - Digital Signal Processing
00:00:00 Introduction00:01:02 Discrete-Time Signals and Systems00:02:20 The z-Transform and Its Application to the Analysis of LTI Systems00:03:32 Frequency Analysis of Signals and Systems00:04:41 The Discrete Fourier Transform: Its Properties and Applications00:05:49 Efficient Computation of the DFT: Fast Fourier Algorithms00:06:50 Implementation of Discrete-Time Systems
Ireland