Add context files for AI assisted development - #2882
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Pull request overview
This pull request adds comprehensive documentation for AI-assisted development with the MSSQL JDBC driver. The documentation consists of three well-structured markdown files providing architecture overview, terminology reference, and code patterns.
Changes:
- Added ARCHITECTURE.md with driver architecture, layer descriptions, package structure, and data flow diagrams
- Added GLOSSARY.md with standardized terminology, acronyms, and coding conventions used in the codebase
- Added PATTERNS.md with practical code examples for exception handling, logging, resource management, and other common tasks
Reviewed changes
Copilot reviewed 3 out of 3 changed files in this pull request and generated no comments.
| File | Description |
|---|---|
| ARCHITECTURE.md | Comprehensive architectural documentation including layer diagrams, package structure, data flows, and design patterns to help AI assistants understand the overall structure |
| GLOSSARY.md | Reference documentation of terms, acronyms, data types, connection properties, and conventions used throughout the codebase for consistent terminology |
| PATTERNS.md | Practical code examples and patterns for common tasks like exception handling, logging, connection properties, TDS protocol operations, bulk copy, and Always Encrypted features |
Based on my thorough review of the three documentation files, I have verified:
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Code accuracy: The code patterns in PATTERNS.md match actual usage in the codebase (verified against SQLServerException.makeFromDriverError, Logger.getLogger, SQLServerDriverBooleanProperty, TDS tokens, etc.)
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Terminology consistency: Terms are used consistently across all three files (e.g., TDS, MARS, Always Encrypted, bulk copy, etc.)
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Technical accuracy:
- File names match actual files (e.g., tdsparser.java, IOBuffer.java)
- Class names and method signatures are correct
- Enum values and constants are accurate
- Package structure reflects the actual codebase
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Documentation quality:
- Clear structure with table of contents
- Well-organized sections
- Practical examples with context
- Consistent formatting
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Grammar and spelling: No issues found
The documentation is well-written, technically accurate, and will be valuable for AI-assisted development. The files provide the right level of detail to help AI coding assistants understand the codebase structure, terminology, and patterns without being overwhelming.
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/azp run |
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Azure Pipelines could not run because the pipeline triggers exclude this branch/path. |
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We might be also including below points: PATTERNS.md Anti-Patterns (Avoid These)Don't concatenate SQL// BAD - SQL injection risk // GOOD - Use parameterized queries GLOSSARY.md Common Error Messages
ARCHITECTURE.md Entry Points
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cd9d426
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Pull request overview
Copilot reviewed 3 out of 4 changed files in this pull request and generated no new comments.
💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.
Description:
Adds structured documentation to enable effective AI-assisted development with the MSSQL JDBC driver:
ARCHITECTURE.md - Driver architecture and component overview
GLOSSARY.md - Standardized terminology and concepts
PATTERNS.md - Design patterns and coding conventions
Why: These files provide context that AI coding assistants (like GitHub Copilot) can use to generate more accurate, consistent code that follows established project patterns.
How to use:
Reference files directly: "Kimin Ryu (@workspace) using patterns from PATTERNS.md, add a new connection option"
Ask architecture questions: "Kimin Ryu (@workspace) explain how bulk copy sends data over TDS"
Generate consistent code: "Kimin Ryu (@workspace) add error handling following the project patterns"
This is a step toward making the codebase more AI-friendly and improving developer productivity