AI for Software Development: 70 chapter learning route

Original educational study guides. Chapter 1 is a separately authored starter lesson; Chapters 2–70 are generated first drafts that require subject-matter and editorial review before publication as a complete mastery course.

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The 70 chapters in order

Chapter 01 Where AI helps developers · First principlesAbsolute Beginner
Chapter 02 Where AI helps developers · Worked observationAbsolute Beginner
Chapter 03 Where AI helps developers · Verification and failure casesAbsolute Beginner
Chapter 04 Specifying a programming task · Concept and vocabularyAbsolute Beginner
Chapter 05 Specifying a programming task · Worked measurementAbsolute Beginner
Chapter 06 Specifying a programming task · Implementation walkthroughAbsolute Beginner
Chapter 07 Specifying a programming task · Evaluation and extensionAbsolute Beginner
Chapter 08 Writing testable requirements · Concept and vocabularyAbsolute Beginner
Chapter 09 Writing testable requirements · Worked measurementAbsolute Beginner
Chapter 10 Writing testable requirements · Implementation walkthroughAbsolute Beginner
Chapter 11 Writing testable requirements · Evaluation and extensionAbsolute Beginner
Chapter 12 Autocomplete versus reasoning tools · Concept and vocabularyAbsolute Beginner
Chapter 13 Autocomplete versus reasoning tools · Worked measurementCore Fundamentals
Chapter 14 Autocomplete versus reasoning tools · Implementation walkthroughCore Fundamentals
Chapter 15 Autocomplete versus reasoning tools · Evaluation and extensionCore Fundamentals
Chapter 16 Reviewing suggested code · Concept and vocabularyCore Fundamentals
Chapter 17 Reviewing suggested code · Worked measurementCore Fundamentals
Chapter 18 Reviewing suggested code · Implementation walkthroughCore Fundamentals
Chapter 19 Reviewing suggested code · Evaluation and extensionCore Fundamentals
Chapter 20 Prompting for unit tests · Concept and vocabularyCore Fundamentals
Chapter 21 Prompting for unit tests · Worked measurementCore Fundamentals
Chapter 22 Prompting for unit tests · Implementation walkthroughCore Fundamentals
Chapter 23 Prompting for unit tests · Evaluation and extensionCore Fundamentals
Chapter 24 Static analysis feedback · Concept and vocabularyCore Fundamentals
Chapter 25 Static analysis feedback · Worked measurementIntermediate
Chapter 26 Static analysis feedback · Implementation walkthroughIntermediate
Chapter 27 Static analysis feedback · Evaluation and extensionIntermediate
Chapter 28 Refactoring with constraints · Concept and vocabularyIntermediate
Chapter 29 Refactoring with constraints · Worked measurementIntermediate
Chapter 30 Refactoring with constraints · Implementation walkthroughIntermediate
Chapter 31 Refactoring with constraints · Evaluation and extensionIntermediate
Chapter 32 Debugging failure reports · Concept and vocabularyIntermediate
Chapter 33 Debugging failure reports · Worked measurementIntermediate
Chapter 34 Debugging failure reports · Implementation walkthroughIntermediate
Chapter 35 Debugging failure reports · Evaluation and extensionIntermediate
Chapter 36 Dependency version checks · Concept and vocabularyIntermediate
Chapter 37 Dependency version checks · Worked measurementAdvanced
Chapter 38 Dependency version checks · Implementation walkthroughAdvanced
Chapter 39 Dependency version checks · Evaluation and extensionAdvanced
Chapter 40 Security scanning · Concept and vocabularyAdvanced
Chapter 41 Security scanning · Worked measurementAdvanced
Chapter 42 Security scanning · Implementation walkthroughAdvanced
Chapter 43 Security scanning · Evaluation and extensionAdvanced
Chapter 44 License-aware code use · Concept and vocabularyAdvanced
Chapter 45 License-aware code use · Worked measurementAdvanced
Chapter 46 License-aware code use · Implementation walkthroughAdvanced
Chapter 47 License-aware code use · Evaluation and extensionAdvanced
Chapter 48 Code review checklists · Concept and vocabularyAdvanced
Chapter 49 Code review checklists · Worked measurementProfessional Practice
Chapter 50 Code review checklists · Implementation walkthroughProfessional Practice
Chapter 51 Code review checklists · Evaluation and extensionProfessional Practice
Chapter 52 CI integration · Concept and vocabularyProfessional Practice
Chapter 53 CI integration · Worked measurementProfessional Practice
Chapter 54 CI integration · Implementation walkthroughProfessional Practice
Chapter 55 CI integration · Evaluation and extensionProfessional Practice
Chapter 56 Generating documentation · Concept and vocabularyProfessional Practice
Chapter 57 Generating documentation · Worked measurementProfessional Practice
Chapter 58 Generating documentation · Implementation walkthroughProfessional Practice
Chapter 59 Generating documentation · Evaluation and extensionProfessional Practice
Chapter 60 Measuring developer productivity · Concept and vocabularyProfessional Practice
Chapter 61 Measuring developer productivity · Worked measurementMastery and Research
Chapter 62 Measuring developer productivity · Implementation walkthroughMastery and Research
Chapter 63 Measuring developer productivity · Evaluation and extensionMastery and Research
Chapter 64 Protecting private repositories · Concept and vocabularyMastery and Research
Chapter 65 Protecting private repositories · Worked measurementMastery and Research
Chapter 66 Protecting private repositories · Implementation walkthroughMastery and Research
Chapter 67 Protecting private repositories · Evaluation and extensionMastery and Research
Chapter 68 Capstone: review an AI-assisted patch · Capstone architectureMastery and Research
Chapter 69 Capstone: review an AI-assisted patch · Capstone prototypeMastery and Research
Chapter 70 Capstone: review an AI-assisted patch · Capstone evidence and defenseMastery and Research