Fix README.md

[a5chin]

User description

Type of Change

• Hotfix
• Bug Fix
• Dependency Update
• Feature
• Refactor
• CI/CD
• Documentation

Related Issues

Breaking Changes

• No breaking changes
• API signature changed
• Configuration changed
• Behavior changed
• Dependencies changed
• Features removed

Checklist

• Dependencies added/updated
• New environment variables
• Performance impact assessed
• Security implications reviewed
• Deployment notes

Additional Context

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PR Type

Enhancement, Documentation, Bug fix

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Description

• Implement JUnit XML reporting for test results.

• Enhance Codecov integration with component management.

• Update Python dependencies to their latest versions.

• Refactor GitHub Actions workflows for clarity and permissions.

• Update documentation and README with new test commands.

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Diagram Walkthrough

flowchart LR
  A[Test Execution] --> B{Generate JUnit XML};
  B --> C[Upload JUnit XML to Codecov];
  C --> D[Upload Coverage to Codecov];
  E[GitHub Workflows] --> F[Refactor Triggers & Permissions];
  G[Dependencies] --> H[Update Python Packages];
  I[Documentation] --> J[Update Test Examples];
  A -- "uses" --> noxfile.py;
  B -- "configured in" --> noxfile.py;
  C -- "handled by" --> test.yml;
  D -- "handled by" --> test.yml;
  E -- "modified" --> draft.yml & labeler.yml & pr-agent.yml & publish-app.yml & publish-devcontainer.yml & release.yml & test.yml;
  G -- "updated in" --> pyproject.toml;
  I -- "updated in" --> README.md & CLAUDE.md & docs/guides/index.md;

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File Walkthrough

	Relevant files
Enhancement	3 files noxfile.py Add JUnit XML argument and integrate into test session      +4/-1      test.yml Refactor test workflow triggers and integrate Codecov test results +21/-13  codecov.yaml Add component management for detailed code coverage reporting +19/-0
Configuration changes	7 files draft.yml Reorder pull request trigger types for consistency              +2/-1      labeler.yml Reorder pull request trigger types and move permissions block +8/-5      pr-agent.yml Reorder pull request trigger types and move permissions block +11/-8    publish-app.yml Reorder push trigger branches and tags for clarity              +4/-3      publish-devcontainer.yml Reorder push trigger branches/tags and Docker metadata labels +10/-9    release.yml Reorder pull request trigger types and move permissions block +6/-5      cspell.json Add 'junitxml' to the cspell dictionary                                    +1/-0
Documentation	3 files CLAUDE.md Update test command example to include JUnit XML output    +1/-1      README.md Update Codecov badge and test command example for JUnit XML +2/-3      index.md Update test command example to include JUnit XML output    +1/-1
Dependencies	1 files pyproject.toml Update various Python dependencies to newer versions          +12/-12

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[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 100.00%. Comparing base (ac1598f) to head (0a77813).
✅ All tests successful. No failed tests found.

Additional details and impacted files

@@            Coverage Diff            @@
##              main      #166   +/-   ##
=========================================
  Coverage   100.00%   100.00%           
=========================================
  Files            9         9           
  Lines          103       103           
  Branches         1         1           
=========================================
  Hits           103       103           

Flag	Coverage Δ
unittests	100.00% <ø> (ø)

Flags with carried forward coverage won't be shown. Click here to find out more.

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[a5chin]

/review

[github-actions]

PR Reviewer Guide 🔍

Here are some key observations to aid the review process:

⏱️ Estimated effort to review: 3 🔵🔵🔵⚪⚪

🧪 PR contains tests

🔒 No security concerns identified

⚡ Recommended focus areas for review CI Workflow The noxfile.py changes introduce a flexible junitxml argument, but the GitHub Actions workflow hardcodes the output file to junit.xml. Consider if the flexibility in noxfile.py should be leveraged in the CI, or if the fixed filename is intentional and should be documented. uv run nox -s test -- --cov_report xml --junitxml junit.xml Codecov Configuration The newly added component_management section defines specific paths for config, logger, and tracer components. Please verify that these paths (tools/config/**, tools/logger/**, tools/tracer/**) accurately reflect the project's structure and the intended component boundaries for Codecov reporting. component_management: default_rules: statuses: - type: project target: auto branches: - "!main" individual_components: - component_id: config name: config paths: - tools/config/** - component_id: logger name: logger paths: - tools/logger/** - component_id: tracer name: tracer paths: - tools/tracer/** Dependency Updates Multiple dependencies have been updated to newer versions. While this is generally good, it's important to validate that these updates do not introduce any breaking changes or unexpected behavior in the application, especially for major version bumps. "beartype>=0.22.9", "google-cloud-logging>=3.13.0", "jaxtyping>=0.3.6", "pydantic>=2.12.5", "pydantic-settings>=2.12.0",

[a5chin]

/improve