Aihero – Claude Code for Real Engineers (TUTORIAL)

By | August 10, 2026
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Release Date: 05/2026
Manufacturer: AI Hero
Manufacturer’s Website: https://www.aihero.dev/cohorts/claude-code-for-real-engineers-2026-04
Author: Matt Pocock
Duration: 13h 8m
Material Type: Video Tutorial
Language: Russian, English

  • 11.99 GB

Description: Learn to use Claude Code for Production-Grade Software Engineering

Contents:

  1. 001 Course Overview.mp4 – 02:07
  2. 001 Where We are Going.mp4 – 03:00
  3. 002 Repo Setup.mp4 – 03:15
  4. 002 Skill Building Vs. Project.mp4 – 00:46
  5. 003 How to Do Skill Building Exercises.mp4 – 02:41
  6. 003 Setting Up Claude for the Course.mp4 – 02:07
  7. 004 How to Take This Course.mp4 – 03:23
  8. 004 Project Repo Intro.mp4 – 03:55
  9. 005 How to Do The Project Exercises.mp4 – 04:42
  10. 005 Office Hours.mp4 – 00:56
  11. 006 Getting Model Keys.mp4 – 01:31
  12. 006 Managing Your Claude Code Session.mp4 – 04:06
  13. 007 Introduction to Discord.mp4 – 01:46
  14. 007 Prompting in the Terminal.mp4 – 02:25
  15. 008 Claude and Your IDE.mp4 – 01:57
  16. 008 What to Do Now.mp4 – 01:09
  17. 009 Going Forwards and Backwards in Time.mp4 – 03:04
  18. 009 Retrieval Introduction.mp4 – 03:00
  19. 010 Overview of the BM25 Algorithm.mp4 – 03:47
  20. 010 Running Bash Commands.mp4 – 03:46
  21. 011 Permissions.mp4 – 04:15
  22. 011 Retrieval with BM25.mp4 – 01:19
  23. 012 Retrieval with BM25 solution.mp4 – 01:52
  24. 012 The Constraints of LLMs.mp4 – 08:14
  25. 013 Replacing BM25 with Embeddings.mp4 – 04:12
  26. 013 What Are Subagents.mp4 – 02:31
  27. 014 Codebase Exploration.mp4 – 01:31
  28. 014 Replacing BM25 with Embeddings solution.mp4 – 01:31
  29. 015 Codebase Exploration SOLUTION.mp4 – 02:46
  30. 015 Rank Fusion.mp4 – 03:05
  31. 016 Build a Feature.mp4 – 02:01
  32. 016 Query Rewriting.mp4 – 01:44
  33. 017 Build a Feature SOLUTION.mp4 – 08:10
  34. 017 Query Rewriting solution.mp4 – 01:47
  35. 018 Building Your Own Dataset.mp4 – 01:41
  36. 018 Showing Context in the Status Line.mp4 – 03:35
  37. 019 Intro to Building a Search Algorithm.mp4 – 00:52
  38. 019 What Is Plan Mode.mp4 – 03:11
  39. 020 Adding BM25 Search.mp4 – 01:51
  40. 020 The Plan Execute Clear Loop.mp4 – 01:42
  41. 021 Caching Embeddings.mp4 – 02:22
  42. 021 The Plan Execute Clear Loop SOLUTION.mp4 – 09:35
  43. 022 Compaction.mp4 – 07:56
  44. 022 Searching with Embeddings.mp4 – 01:07
  45. 023 Combining Results with Reciprocal Rank Fusion.mp4 – 01:28
  46. 023 What Is an Agents MD File.mp4 – 06:22
  47. 024 Intro to Adding Search Tool to Agent.mp4 – 00:20
  48. 024 Steering an Agent with the Agents MD File.mp4 – 02:19
  49. 025 Search Tool.mp4 – 02:22
  50. 025 Steering an Agent with the Agents MD File SOLUTION.mp4 – 03:35
  51. 026 Context Engineering Search Tool.mp4 – 01:13
  52. 026 Progressive Disclosure.mp4 – 03:17
  53. 027 Chunking Intro.mp4 – 01:32
  54. 027 What Are Agent Skills.mp4 – 06:57
  55. 028 A Skill for Writing Skills.mp4 – 01:47
  56. 028 Fixed Size Chunks.mp4 – 02:52
  57. 029 A Skill for Writing Skills SOLUTION.mp4 – 06:42
  58. 029 Structural Chunking.mp4 – 02:05
  59. 030 Automatic Memory.mp4 – 02:12
  60. 030 Structural Chunking Solution.mp4 – 02:36
  61. 031 How to Tackle Massive Tasks.mp4 – 03:27
  62. 031 Retrieval with Chunks.mp4 – 01:42
  63. 032 Reranking.mp4 – 02:13
  64. 032 Write Great PRDs with This Skill.mp4 – 02:57
  65. 033 Reranking Solution.mp4 – 02:16
  66. 033 Write Great PRDs with This Skill SOLUTION.mp4 – 09:52
  67. 034 Chunking Emails Playground Intro.mp4 – 00:21
  68. 034 Split Features Across Multiple Context Windows with Multi Phase Plans.mp4 – 00:58
  69. 035 Abstracted Embeddings Cache.mp4 – 01:29
  70. 035 Split Features Across Multiple Context Windows with Multi Phase Plans SOLUTION.mp4 – 03:39
  71. 036 Adding the Text Splitter.mp4 – 01:20
  72. 036 What Are Tracer Bullets.mp4 – 03:09
  73. 037 Applying Chunking to Search Algorithms.mp4 – 02:08
  74. 037 Use Tracer Bullets in Our Multi Phase Plan.mp4 – 01:09
  75. 038 Reranking and Chunking in Search Tool Intro.mp4 – 00:24
  76. 038 Use Tracer Bullets in Our Multi Phase Plan SOLUTION.mp4 – 03:55
  77. 039 Adding the Reranker.mp4 – 01:43
  78. 039 Executing Our Multi Phase Plan.mp4 – 01:21
  79. 040 Executing Our Multi Phase Plan SOLUTION.mp4 – 06:35
  80. 040 Giving the Reranker More Context.mp4 – 02:20
  81. 041 The _grill-me Skill.mp4 – 02:06
  82. 041 Viewing Tool Calls in the Frontend.mp4 – 02:21
  83. 042 Claude Code for Real Engineers Office Hours Mon Mar 30 0830 UTC.mp4 – 47:00
  84. 042 Custom Filter Tools Intro.mp4 – 00:44
  85. 043 Added Filter Emails Tool.mp4 – 03:28
  86. 043 Claude Code for Real Engineers Office Hours Mon Mar 30 1530 UTC.mp4 – 49:50
  87. 044 Claude Code for Real Engineers Office Hours Fri Apr 3 0830 UTC.mp4 – 48:25
  88. 044 Displayed Filter Tools in Frontend.mp4 – 00:40
  89. 045 Claude Code for Real Engineers Office Hours Fri Apr 3 1530 UTC.mp4 – 48:05
  90. 045 Metadata First Retrieval Pattern Intro.mp4 – 00:47
  91. 046 Is Code Cheap.mp4 – 06:04
  92. 046 Make Search Only Provide Metadata.mp4 – 04:12
  93. 047 Including Whole Threads.mp4 – 02:28
  94. 047 Steering Agents to Use Feedback Loops with Skills.mp4 – 03:20
  95. 048 Basic Memory Setup.mp4 – 02:50
  96. 048 Building a Do Work Skill.mp4 – 00:45
  97. 049 Basic Memory Setup Solution.mp4 – 02:09
  98. 049 Building a Do Work Skill Solution.mp4 – 03:05
  99. 050 Updating Previous Memories.mp4 – 01:51
  100. 050 Using Our Do Work Skill.mp4 – 01:05
  101. 051 Updating Previous Memories Solution.mp4 – 02:48
  102. 051 Using Our Do Work Skill Solution.mp4 – 03:02
  103. 052 Fixing Agents Broken Formatting with Pre Commit.mp4 – 03:51
  104. 052 Memory as Tool Call.mp4 – 01:33
  105. 053 Memory as Tool Call Solution.mp4 – 03:04
  106. 053 What Is Red Green Refactor.mp4 – 03:42
  107. 054 Red Green Refactor.mp4 – 01:34
  108. 054 Semantic Recall on Memories.mp4 – 02:25
  109. 055 Intro to Semantic Recall on Memories.mp4 – 00:41
  110. 055 Red Green Refactor Solution.mp4 – 04:29
  111. 056 Made Embedding Functions Generic.mp4 – 01:47
  112. 056 What Is Ralph.mp4 – 04:08
  113. 057 Added Memory Search Function.mp4 – 02:49
  114. 057 HITL vs AFK Ralph.mp4 – 01:32
  115. 058 Added Memories to the Agent.mp4 – 01:24
  116. 058 Trying HITL Ralph.mp4 – 03:29
  117. 059 Added Memory Extraction.mp4 – 02:04
  118. 059 Trying HITL Ralph Solution.mp4 – 02:12
  119. 060 Fixed System Prompt.mp4 – 01:28
  120. 060 Sandboxing.mp4 – 04:17
  121. 061 Intro to Working Memory via Message Embeddings.mp4 – 01:00
  122. 061 Setting Up and Trying AFK Ralph.mp4 – 02:46
  123. 062 Make Chat API Receive One Message.mp4 – 02:02
  124. 062 Setting Up and Trying AFK Ralph Solution.mp4 – 03:20
  125. 063 Added Search Messages Function.mp4 – 01:00
  126. 063 Using Backlogs to Queue Tasks for Ralph.mp4 – 03:28
  127. 064 Implemented Working Memory.mp4 – 01:53
  128. 064 Setting Up Our Repo for GitHub Issues.mp4 – 03:04
  129. 065 Hooking Up Ralph to Your Backlog.mp4 – 05:27
  130. 065 Intro to Episodic Memory from Conversations.mp4 – 01:10
  131. 066 Hooking Up Ralph to Your Backlog Solution.mp4 – 04:19
  132. 066 Storing Chat Summaries.mp4 – 01:20
  133. 067 Added the reflectOnThat Function.mp4 – 01:57
  134. 067 Updating Our PRD and Plan Skill to Use GitHub.mp4 – 01:09
  135. 068 HITL and AFK Tasks.mp4 – 02:05
  136. 068 Searching for Related Chats.mp4 – 00:48
  137. 069 Dont Plan Kanban.mp4 – 03:43
  138. 069 Working Episodic Memory Setup.mp4 – 02:46
  139. 070 Evaluating Tool Call Agents.mp4 – 02:32
  140. 070 Using the Kanban Skill.mp4 – 01:08
  141. 071 Evaluating Tool Call Agents Solution.mp4 – 01:36
  142. 071 Using the Kanban Skill Solution.mp4 – 05:23
  143. 072 Implementing a Deterministic Tool Call Scorer.mp4 – 01:30
  144. 072 Research.mp4 – 03:13
  145. 073 Implementing a Deterministic Tool Call Scorer Solution.mp4 – 01:04
  146. 073 Trying Out Research.mp4 – 01:45
  147. 074 Trying Out Research Solution.mp4 – 04:26
  148. 074 Using Evalite Each for A_B Testing.mp4 – 01:06
  149. 075 Prototyping.mp4 – 02:56
  150. 075 Using Evalite Each for A_B Testing Solution.mp4 – 01:51
  151. 076 Adversarial Inputs.mp4 – 01:08
  152. 076 Trying Out Prototyping.mp4 – 01:34
  153. 077 Adversarial Inputs Solution.mp4 – 01:47
  154. 077 Trying Out Prototyping Solution.mp4 – 03:13
  155. 078 Creating a Clarifying Questions Tool.mp4 – 01:35
  156. 078 Designing Codebases AI Loves.mp4 – 07:30
  157. 079 Creating a Clarifying Questions Tool Solution.mp4 – 01:44
  158. 079 The Improve My Codebase Skill.mp4 – 02:21
  159. 080 Intro to Evaluating Memory Extraction.mp4 – 00:23
  160. 080 The Improve My Codebase Skill Solution.mp4 – 04:56
  161. 081 Adding Module Awareness to Our Plan PRD Skill.mp4 – 01:33
  162. 081 Make extractMemories Testable.mp4 – 01:01
  163. 082 Added createUIMessageFixture.mp4 – 01:23
  164. 082 Claude Code for Real Engineers Office Hours Fri Apr 10 0830 UTC.mp4 – 49:25
  165. 083 Claude Code for Real Engineers Office Hours Fri Apr 10 1530 UTC.mp4 – 49:10
  166. 083 Scaffold Eval.mp4 – 02:12
  167. 084 Added Dataset.mp4 – 01:58
  168. 085 Added answerCorrectness Scorer.mp4 – 04:19
  169. 086 Moved to answerSimilarity.mp4 – 01:55
  170. 087 Intro to Evaluating End to End Agent.mp4 – 01:03
  171. 088 Moved Agent Into Its Own File.mp4 – 01:32
  172. 089 Scaffolding the Eval.mp4 – 02:07
  173. 090 Customized Evalite’s UI.mp4 – 01:12
  174. 091 Added Answer Correctness Scorer.mp4 – 01:42
  175. 092 Adding Multi-Hop and Filtering Queries.mp4 – 02:33
  176. 093 Human in the Loop Intro.mp4 – 01:10
  177. 094 Initiating Human in the Loop Requests.mp4 – 02:11
  178. 095 Initiating Human in the Loop Requests Solution.mp4 – 00:50
  179. 096 Approving Human in the Loop Requests.mp4 – 03:32
  180. 097 Converting Custom Data Parts For The LLM.mp4 – 01:26
  181. 098 Converting Custom Data Parts For The LLM Solution.mp4 – 01:00
  182. 099 Processing Human in the Loop Requests.mp4 – 02:52
  183. 100 Processing Human in the Loop Requests Solution.mp4 – 01:28
  184. 101 Executing the Human in the Loop Requests.mp4 – 01:56
  185. 102 Executing the Human in the Loop Requests Solution.mp4 – 02:27
  186. 103 Intro to Building the Destructive Tools.mp4 – 01:44
  187. 104 Hooked Up Zapier MCP.mp4 – 02:20
  188. 105 Removed Unwanted Tools.mp4 – 02:03
  189. 106 Added Local Definitions.mp4 – 02:15
  190. 107 Intro to Build the Human in the Loop Harness.mp4 – 00:14
  191. 108 HITL on the Backend.mp4 – 04:20
  192. 109 HITL on the Frontend.mp4 – 02:52
  193. 110 Intro to Filtering Tool Groups on the Frontend.mp4 – 02:14
  194. 111 Added Types and Helper Functions.mp4 – 02:18
  195. 112 Implemented App Tagging on Frontend.mp4 – 01:51
  196. 113 Implemented App Tagging on Backend.mp4 – 01:59
  197. Sandcastle _ Day 5_ Ralph.mp4 – 06:33

 

Example files: None provided
Video format: MP4
Video: AVC, 1920×1080, 16:9, 60fps, ~3Mbps
Audio:
Russian, AAC, 48kHz, 72kbps, mono
English, AAC, 96kHz, 128kbps, stereo

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