FEAT: AI-powered issue triage with GitHub Models#477
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- Add code-grounded analysis: fetch source files before AI calls for accuracy - Add engineer guidance for non-bug issues (FEATURE_REQUEST/DISCUSSION) - Replace speculative code changes with evidence-based sections - Add verdict labels (Confirmed Bug/Likely Bug/Require More Analysis/Not a Bug) - Format Teams notifications with bold labels and proper HTML rendering - Add local test script (test-triage-local.js) for development - Update .gitignore for triage test output files
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📊 Code Coverage Report
Diff CoverageDiff: main...HEAD, staged and unstaged changesNo lines with coverage information in this diff. 📋 Files Needing Attention📉 Files with overall lowest coverage (click to expand)mssql_python.pybind.logger_bridge.cpp: 59.2%
mssql_python.pybind.ddbc_bindings.h: 67.8%
mssql_python.pybind.ddbc_bindings.cpp: 70.4%
mssql_python.row.py: 70.5%
mssql_python.pybind.logger_bridge.hpp: 70.8%
mssql_python.pybind.connection.connection.cpp: 75.3%
mssql_python.__init__.py: 77.1%
mssql_python.ddbc_bindings.py: 79.6%
mssql_python.pybind.connection.connection_pool.cpp: 79.6%
mssql_python.connection.py: 85.2%🔗 Quick Links
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Pull request overview
Adds automated issue triage + notification workflows that use GitHub Models to classify/analyze newly opened issues and post a formatted summary to a Teams channel, plus a local Node.js script to test the same flow end-to-end.
Changes:
- Introduces an
issue-triageworkflow to classify issues, fetch relevant source files, and generate AI-driven analysis/guidance. - Introduces an
issue-notifyreusable workflow to send richly formatted Teams notifications. - Adds a local
test-triage-local.jsscript and updates.gitignorefor local output artifacts.
Reviewed changes
Copilot reviewed 3 out of 4 changed files in this pull request and generated 6 comments.
| File | Description |
|---|---|
.github/workflows/issue-triage.yml |
New workflow to run AI classification + optional code-grounded analysis and pass results to a notifier workflow. |
.github/workflows/issue-notify.yml |
New reusable workflow that formats triage outputs into an HTML message and posts it to Teams via webhook. |
test-triage-local.js |
Local Node.js runner that mirrors the workflow logic for debugging triage and notification formatting. |
.gitignore |
Ignores local triage output logs. |
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…on, use <br> for code analysis formatting
subrata-ms
approved these changes
Apr 1, 2026
jahnvi480
approved these changes
Apr 1, 2026
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Work Item / Issue Reference
Summary
Adds an automated GitHub Actions workflow that uses AI (GitHub Models - GPT-4.1) to classify and analyze new issues, then sends formatted notifications to a Teams channel.
Changes:
issue-triage.ymlworkflow — AI-powered issue classification and code-grounded analysis triggered on new issues or via manual dispatchissue-notify.ymlworkflow — Formats triage results into rich HTML and posts to Teams via webhooktest-triage-local.js— Local test script that mirrors the workflow logic for development.gitignore— Exclude triage test output filesKey capabilities: