Editing AI for Code Generation (section)

== <span style="color: #FFFFFF;">Creating</span> ==
Designing an AI-assisted coding workflow:

'''1. IDE integration architecture'''
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User types code in editor
    ↓
[Language server: captures cursor context (prefix + suffix)]
    ↓
[Context assembly: current file + open files + relevant imports]
    ↓
[Embedding retrieval: similar code from codebase (RAG)]
    ↓
[FIM request to code model: predict middle section]
    ↓
[Output filtering: syntax check, security scan]
    ↓
Suggestion displayed in editor
    ↓
[Accept/reject tracking → feedback signal]
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'''2. Autonomous coding agent architecture'''
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Task specification (GitHub issue / natural language)
    ↓
[Repository indexing: AST parsing, file tree embedding]
    ↓
[Agent: ReAct loop]
    ├── READ: view files, search codebase
    ├── WRITE: edit files
    ├── EXECUTE: run tests, linter
    └── REFLECT: analyze failures, revise plan
    ↓
[Pull request creation with diff summary]
    ↓
[CI validation: automated tests, security scan]
    ↓
[Human code review: final approval]
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