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MRRC Release Procedure

Status: Executable reference for humans and coding agents
Estimated Duration: 30-45 minutes for a standard release
Last Updated: 2026-02-10

This document provides a step-by-step, executable procedure for preparing, testing, and publishing a new release of MRRC (MARC Rust Crate). Follow these steps sequentially to ensure nothing is missed.

Quick Start for Agents

To prepare a release, run with a specific version number:

# Set the version to release (e.g., 0.5.0)
export VERSION="0.5.0"

# Validate environment and dependencies
# Then follow Sections 1-6 for preparation, or Sections 1-9 for full workflow

Terminology:

  • "Prepare" (Sections 1-6): Version updates through git tag creation (ends with tag ready to push)
  • "Publish" (Sections 7-8): Publishing to registries (automated via GitHub Actions)
  • "Post-Release" (Sections 9-10): Cleanup and next cycle setup

Definition of Done: "Prepare Release X.Y.Z"

When a coding agent receives a task "prepare release version X.Y.Z", it should follow sections 1-7.2 (Preflight through Create Git Tag). The release is prepared and ready to publish when:

Machine-Checkable Success Criteria

# 1. All version files updated and matching
ROOT_VER=$(sed -n '/^\[package\]/,/^\[/p' Cargo.toml | grep '^version' | sed 's/.*"\([^"]*\)".*/\1/')
[ "$ROOT_VER" = "$VERSION" ] || exit 1

# 2. CHANGELOG.md structure correct
[ "$(grep -c "## \[Unreleased\]" CHANGELOG.md)" = "1" ] || exit 1
grep -q "## \[$VERSION\]" CHANGELOG.md || exit 1

# 3. All pre-release checks passed
bash .cargo/check.sh || exit 1

# 4. Git state correct
[ "$(git rev-parse --abbrev-ref HEAD)" = "main" ] || exit 1
git diff --quiet || exit 1
git diff --cached --quiet || exit 1

# 5. Release commit exists locally
git log --oneline -1 | grep -q "chore(release): v$VERSION" || exit 1

# 6. Release tag exists locally (not pushed yet)
git rev-parse "v$VERSION" >/dev/null || exit 1

# If all above succeed, preparation is complete
echo "✓ Release v$VERSION prepared and ready to push"

Status Check Command (agent can use to verify work):

# Quickly verify all success criteria
cd "$(git rev-parse --show-toplevel)"
VERSION="0.5.0"  # Set to target version

# Run all checks
bash << 'EOF'
set -e
echo "Checking release preparation..."

# Versions
ROOT=$(sed -n '/^\[package\]/,/^\[/p' Cargo.toml | grep '^version' | sed 's/.*"\([^"]*\)".*/\1/')
[ "$ROOT" = "$VERSION" ] && echo "✓ Versions match" || (echo "✗ Version mismatch" && exit 1)

# Changelog
[ "$(grep -c "## \[Unreleased\]" CHANGELOG.md)" = "1" ] && echo "✓ Changelog structure OK" || (echo "✗ Changelog issue" && exit 1)

# Git state
[ "$(git rev-parse --abbrev-ref HEAD)" = "main" ] && echo "✓ On main branch" || (echo "✗ Wrong branch" && exit 1)
git diff --quiet && echo "✓ No unstaged changes" || (echo "✗ Unstaged changes" && exit 1)

# Commit exists
git log --oneline -1 | grep -q "chore(release)" && echo "✓ Release commit exists" || (echo "✗ Release commit missing" && exit 1)

# Tag exists
git rev-parse "v$VERSION" >/dev/null && echo "✓ Release tag created locally" || (echo "✗ Tag missing" && exit 1)

echo ""
echo "✓ Release v$VERSION is READY TO PUSH"
echo "  Next: git push origin main && git push origin v$VERSION"
EOF

Table of Contents

  1. Pre-Release Verification
  2. Version Number Selection
  3. Update Configuration Files
  4. Update Changelog
  5. Update Documentation
  6. Final Sanity Check
  7. Git Operations
  8. Publishing
  9. Post-Release Verification
  10. Post-Release Setup
  11. Rollback Procedures
  12. Troubleshooting

Preflight Dependencies & Setup

Run this first to validate your environment is ready.

P.1 Determine Repo Root

All commands must run from the repository root. Set up the environment:

# Determine repo root and validate
REPO_ROOT="$(git rev-parse --show-toplevel)" || { echo "Not in a git repo"; exit 1; }
cd "$REPO_ROOT"
echo "Repo root: $(pwd)"

Checklist:

  • [ ] You are in a git repository
  • [ ] Path contains .git, Cargo.toml, src-python/, docs/ directories

P.2 Validate Required Tools

Verify all tools are installed and accessible:

# Rust toolchain
rustc --version || { echo "rustc not found"; exit 1; }
cargo --version || { echo "cargo not found"; exit 1; }

# Python and build tools
python3 --version || { echo "python3 not found"; exit 1; }
maturin --version || { echo "maturin not found"; exit 1; }

# Utility tools
git --version || { echo "git not found"; exit 1; }

Expected:

  • Rust 1.71+ (see Cargo.toml rust-version)
  • Python 3.10+
  • maturin 1.0+

Checklist:

  • [ ] All tools are installed and at expected versions

P.3 Validate Publishing Credentials (if publishing)

PyPI publishing uses OIDC trusted publishing — no API token or secret is needed. The python-release.yml workflow has id-token: write permission and pypa/gh-action-pypi-publish auto-detects the OIDC token.

For crates.io (manual publish):

# For crates.io publication (manual as fallback)
cargo login --registry crates-io 2>&1 | head -1 || echo "Note: crates.io token check"

Checklist:

  • [ ] PyPI: OIDC trusted publisher is configured at pypi.org for dchud/mrrc
  • [ ] crates.io token is configured locally (if manual publish needed)

P.4 Set VERSION Variable

Set the version you are releasing:

# Example: 0.5.0
export VERSION="0.5.0"

# Validate format (MAJOR.MINOR.PATCH)
echo "Releasing version: $VERSION"

Checklist:

  • [ ] VERSION is set in shell (e.g., echo $VERSION prints 0.5.0)
  • [ ] VERSION follows SemVer format (X.Y.Z)

Pre-Release Verification

Before making any changes, verify that the codebase is in a releasable state.

1.1 Run Full Test Suite

cd "$REPO_ROOT"
.cargo/check.sh

Expected output: All checks pass (rustfmt, clippy, documentation, security audit, Python tests)

Checklist:

  • [ ] Rustfmt passes (no formatting issues)
  • [ ] Clippy passes (no warnings)
  • [ ] Documentation builds without errors or warnings
  • [ ] Security audit passes (no vulnerabilities)
  • [ ] Maturin builds successfully
  • [ ] All Python tests pass (core tests only, benchmarks skipped)

If any checks fail, do not proceed. Fix the issues and re-run.

1.2 Verify Git Status

git status

Expected: Clean working tree (no uncommitted changes)

git log --oneline -5

Review recent commits to ensure all changes are documented.

Checklist:

  • [ ] Working tree is clean
  • [ ] All intended changes are committed
  • [ ] Recent commit messages are clear and descriptive

1.3 Verify Documentation Completeness

Check that all features merged since the last release are documented:

# View unreleased changelog section
head -150 CHANGELOG.md

Checklist:

  • [ ] All recent features are listed in [Unreleased] section
  • [ ] All breaking changes are documented with migration guidance
  • [ ] All bug fixes are noted
  • [ ] All performance improvements documented
  • [ ] Known limitations are listed if applicable

Breaking Changes Specific Check: If this release includes breaking changes:

  • [ ] REQUIRED: Migration guide exists in [Unreleased] or referenced
  • [ ] REQUIRED: Deprecation notices were given in previous release (if applicable)
  • [ ] REQUIRED: Major version bump scheduled (e.g., 0.x → 1.0)

Version Number Selection

MRRC currently uses Semantic Versioning (SemVer): MAJOR.MINOR.PATCH

2.1 Determine Version Increment

Use the following rules:

  • PATCH (e.g., 0.4.0 → 0.4.1): Bug fixes, documentation updates, non-breaking performance improvements
  • MINOR (e.g., 0.4.0 → 0.5.0): New features, backward-compatible API additions
  • MAJOR (e.g., 0.4.0 → 1.0.0): Breaking changes, significant redesigns

Current version: Check Cargo.toml:

grep '^version' Cargo.toml

2.2 Document Version Rationale

Note the reason for the chosen version increment in your release notes/commit message (e.g., "minor: added query DSL feature" or "patch: fixed field ordering bug").


Update Configuration Files

Update version numbers in all configuration files. Do this in order and verify each file before proceeding.

The VERSION variable is used throughout. Ensure $VERSION is set before starting (see Preflight Dependencies).

3.1 Update Root Cargo.toml

File: Cargo.toml (in repo root)

Find the [package] section (should be near the top) and update the version field:

# Show current version
echo "=== Current Root Cargo.toml version ==="
sed -n '/^\[package\]/,/^\[/p' Cargo.toml | grep '^version'

# Update version (using sed)
sed -i.bak '/^\[package\]/,/^\[/{
  s/^version = .*/version = "'$VERSION'"/
}' Cargo.toml

# Verify
echo "=== Updated Root Cargo.toml version ==="
sed -n '/^\[package\]/,/^\[/p' Cargo.toml | grep '^version'

Checklist:

  • [ ] Root Cargo.toml updated
  • [ ] Version number shows version = "X.Y.Z" where X.Y.Z matches $VERSION
  • [ ] No other section's version was changed

3.2 Update Python Cargo.toml

File: src-python/Cargo.toml

Update the version in the [package] section to match the root version:

# Show current version
echo "=== Current Python Cargo.toml version ==="
sed -n '/^\[package\]/,/^\[/p' src-python/Cargo.toml | grep '^version'

# Update version
sed -i.bak 's/^version = .*/version = "'$VERSION'"/' src-python/Cargo.toml

# Verify
echo "=== Updated Python Cargo.toml version ==="
grep '^version' src-python/Cargo.toml

Checklist:

  • [ ] Python Cargo.toml updated
  • [ ] Version number matches root (should show version = "X.Y.Z")

3.3 Update pyproject.toml

File: pyproject.toml (in repo root)

Update the version in the [project] section:

# Show current version
echo "=== Current pyproject.toml version ==="
sed -n '/^\[project\]/,/^\[/p' pyproject.toml | grep '^version'

# Update version
sed -i.bak 's/^version = .*/version = "'$VERSION'"/' pyproject.toml

# Verify
echo "=== Updated pyproject.toml version ==="
sed -n '/^\[project\]/,/^\[/p' pyproject.toml | grep '^version'

Checklist:

  • [ ] pyproject.toml updated
  • [ ] Version number matches root and Python Cargo.toml

3.4 Verify All Versions Match

echo "=== Version Consistency Check ==="
ROOT_VER=$(sed -n '/^\[package\]/,/^\[/p' Cargo.toml | grep '^version' | head -1 | sed 's/.*= "\([^"]*\)".*/\1/')
PYTHON_VER=$(grep '^version' src-python/Cargo.toml | head -1 | sed 's/.*= "\([^"]*\)".*/\1/')
PYPROJECT_VER=$(sed -n '/^\[project\]/,/^\[/p' pyproject.toml | grep '^version' | head -1 | sed 's/.*= "\([^"]*\)".*/\1/')

echo "Root Cargo.toml: $ROOT_VER"
echo "Python Cargo.toml: $PYTHON_VER"
echo "pyproject.toml: $PYPROJECT_VER"
echo "Expected: $VERSION"

# Exit with failure if any don't match
if [ "$ROOT_VER" != "$VERSION" ] || [ "$PYTHON_VER" != "$VERSION" ] || [ "$PYPROJECT_VER" != "$VERSION" ]; then
  echo "ERROR: Version mismatch detected!"
  exit 1
fi
echo "✓ All versions match"

Checklist:

  • [ ] All three version numbers are identical
  • [ ] All match the $VERSION variable
  • [ ] Script exits with success (code 0)

Update Changelog

File: CHANGELOG.md (in repo root)

The changelog requires a deterministic transformation: the current [Unreleased] section becomes the new release, and a fresh [Unreleased] is created above it.

4.1 Validate Changelog Structure

Ensure the file starts with ## [Unreleased]:

head -10 CHANGELOG.md

Expected output:

## [Unreleased]

### Added
...

Checklist:

  • [ ] File starts with ## [Unreleased]
  • [ ] There is exactly one ## [Unreleased] section (check with: grep -c "## \[Unreleased\]" CHANGELOG.md)

4.2 Create Release Entry

The transformation adds a dated entry before the new Unreleased. Use this procedure:

# Get today's date in ISO 8601 format
RELEASE_DATE=$(date +%Y-%m-%d)

# Create a temporary file with the new structure
{
  # New empty [Unreleased] section
  echo "## [Unreleased]"
  echo ""
  echo "### Added"
  echo ""
  echo "### Changed"
  echo ""
  echo "### Fixed"
  echo ""
  echo "### Performance"
  echo ""
  echo "### Documentation"
  echo ""

  # Replace old [Unreleased] with versioned header and keep the rest
  sed '1,/^## \[Unreleased\]/d' CHANGELOG.md | sed "1s/^/## [$VERSION] - $RELEASE_DATE\n\n/"
} > CHANGELOG.md.tmp

# Backup and replace
mv CHANGELOG.md CHANGELOG.md.bak
mv CHANGELOG.md.tmp CHANGELOG.md

4.3 Verify Changelog Structure

Validate the transformation succeeded:

echo "=== Unreleased Sections ==="
grep -n "## \[Unreleased\]" CHANGELOG.md

echo ""
echo "=== Release Sections ==="
grep -n "## \[$VERSION\]" CHANGELOG.md

echo ""
echo "=== First 20 lines ==="
head -20 CHANGELOG.md

Expected:

  • Exactly one ## [Unreleased] (at the top, line ~1)
  • Exactly one ## [X.Y.Z] - YYYY-MM-DD (around line ~9-11)
  • Empty subsections under [Unreleased] (Added, Changed, Fixed, Performance, Documentation)
  • Release content under the versioned section

Checklist:

  • [ ] One ## [Unreleased] section at the top
  • [ ] One ## [$VERSION] - YYYY-MM-DD section below it
  • [ ] Release date is today (ISO 8601 format)
  • [ ] No duplicate ## [Unreleased] sections
  • [ ] Content is properly categorized

Update Documentation

Check all documentation files for version-specific content or broken references.

5.1 Check README.md

grep -i "version\|0\.4\|0\.5\|installation" README.md
head -50 README.md

Update any version-specific instructions or examples. Pay special attention to:

  • Installation instructions with version constraints
  • Feature availability notes tied to versions
  • Example code showing output from specific versions
  • Supported Rust versions or Python versions if changed

Checklist:

  • [ ] README.md reviewed for version references
  • [ ] Installation instructions are current
  • [ ] Example code compiles and runs
  • [ ] Badge versions (if any) are current

5.2 Check docs/ Directory

# Check for hardcoded version numbers
grep -r "0\.[0-9]\|version" docs/ --include="*.md" | grep -v "CHANGELOG\|history\|version =" | head -20

# Check for broken internal links
grep -r "\[.*\](.*\.md)" docs/ --include="*.md" | grep -v "http"

Update any version-specific documentation in:

  • docs/getting-started/installation.md - Update mrrc = "X.Y" in the Rust Cargo.toml example
  • docs/getting-started/quickstart-rust.md - Update mrrc = "X.Y" in the Add Dependency example
  • docs/guides/migration-from-pymarc.md - Add section for new release
  • docs/guides/performance-tuning.md - Update performance baselines if optimizations were made
  • docs/contributing/architecture.md - Note architectural changes if any
  • docs/design/ - Update design documents if decisions changed
  • Any docs with "Supported in X.Y+" style language

Checklist:

  • [ ] docs/ directory scanned for version references
  • [ ] docs/getting-started/installation.md Rust dependency version updated
  • [ ] docs/getting-started/quickstart-rust.md Rust dependency version updated
  • [ ] All hardcoded versions updated or explained
  • [ ] Internal links are still valid
  • [ ] Migration guide updated if breaking changes
  • [ ] Performance baselines are current (if applicable)

5.3 Check Example Code

ls -la examples/
cargo build --examples

Run all example code to ensure it still works with the new version:

# Run a few key examples to verify they work
cargo run --example format_conversion -- --help 2>&1 | head -5

If examples take file arguments, verify they run without the arguments too (should show usage/help):

# For examples that are expected to fail gracefully if missing args
cargo run --example some_example 2>&1 | head -10

Fix any broken examples before release.

Checklist:

  • [ ] All examples compile successfully
  • [ ] Key examples run without errors
  • [ ] Example output is sensible (or shows expected error if args missing)

5.4 Update AGENTS.md (if workflow changed)

Check if the release procedure itself changed or if any development workflows were modified:

# Review AGENTS.md for outdated instructions
grep -i "release\|version\|publish\|tag" AGENTS.md | head -10

If you modified the release procedure in this session, add a note for future updates.

Checklist:

  • [ ] AGENTS.md reviewed for stale guidance
  • [ ] Release workflow notes are accurate
  • [ ] If procedure changed, note updates for next release

Final Sanity Check (Before Git Operations)

Before committing version changes and creating the git tag, perform one final verification pass.

6.0 Final Verification

# 1. Verify all version files match
echo "=== Version Check ==="
echo "Root: $(grep '^version' Cargo.toml)"
echo "Python Cargo: $(grep '^version' src-python/Cargo.toml)"
echo "PyProject: $(grep '^version' pyproject.toml)"

# 2. Verify changelog was updated
echo ""
echo "=== Changelog Check ==="
head -20 CHANGELOG.md | grep -E "Unreleased|^\[0-9]"

# 3. Run tests one more time
echo ""
echo "=== Running Tests ==="
.cargo/check.sh

All checks must pass before proceeding to git operations.

Checklist:

  • [ ] All three version numbers are identical
  • [ ] Changelog shows new version with today's date
  • [ ] All tests pass
  • [ ] Git status is clean (only version files changed)
  • [ ] Confidence level: Ready to tag and push

If anything fails: 1. Fix the issue 2. Re-run checks above 3. Do NOT proceed until all pass

6.1 Clean Up Backup Files

Remove the .bak files created by sed during version updates:

rm -f Cargo.toml.bak src-python/Cargo.toml.bak pyproject.toml.bak CHANGELOG.md.bak

Checklist:

  • [ ] No .bak files remain in repository root or src-python/

Git Operations

Before starting, ensure you are on the main branch with a clean working tree.

7.0 Validate Git State

# Verify branch
CURRENT_BRANCH=$(git rev-parse --abbrev-ref HEAD)
if [ "$CURRENT_BRANCH" != "main" ]; then
  echo "ERROR: Not on main branch (on: $CURRENT_BRANCH)"
  exit 1
fi

# Ensure up to date with remote
git fetch origin

# Check for uncommitted changes
if ! git diff --quiet || ! git diff --cached --quiet; then
  echo "ERROR: Working tree is not clean"
  git status
  exit 1
fi

# Verify origin is set correctly
ORIGIN_URL=$(git config --get remote.origin.url)
echo "Remote origin: $ORIGIN_URL"

Checklist:

  • [ ] On main branch
  • [ ] Working tree is clean (no staged or unstaged changes)
  • [ ] Remote origin is correct
  • [ ] Script exits with code 0

7.1 Commit Version and Changelog Updates

Stage and commit the updated files:

# Stage the exact files we modified
git add Cargo.toml src-python/Cargo.toml pyproject.toml CHANGELOG.md

# Verify staging
echo "=== Staged changes ==="
git diff --cached --stat

# Commit with clear message
git commit -m "chore(release): v$VERSION

- Update Cargo.toml, src-python/Cargo.toml, pyproject.toml to $VERSION
- Update CHANGELOG.md with release notes and date ($RELEASE_DATE)
- All pre-release checks passing, ready for publication"

# Show the commit
echo "=== New commit ==="
git log --oneline -1

Checklist:

  • [ ] Only these 4 files staged: Cargo.toml, src-python/Cargo.toml, pyproject.toml, CHANGELOG.md
  • [ ] Commit message includes version number
  • [ ] git log --oneline -1 shows the new commit
  • [ ] Git status shows nothing to commit

7.2 Create Git Tag

Create an annotated tag for the release. The v prefix is required for GitHub Actions to trigger.

# Verify tag doesn't already exist
if git rev-parse "v$VERSION" >/dev/null 2>&1; then
  echo "ERROR: Tag v$VERSION already exists"
  exit 1
fi

# Create annotated tag (signed optional, but not required for CI)
git tag -a "v$VERSION" -m "Release version $VERSION"

# Verify
echo "=== New tag ==="
git tag -l "v$VERSION" -n1

Checklist:

  • [ ] Tag does not already exist
  • [ ] Tag created with v prefix (e.g., v0.5.0)
  • [ ] Tag message is "Release version X.Y.Z"
  • [ ] git tag -l v$VERSION -n1 shows the tag

7.3 Push Commit and Tag to Origin

Push the commit and tag in the correct order:

# Push commit to main
echo "Pushing commit to origin/main..."
git push origin main

# Verify commit pushed
echo "=== Verifying commit pushed ==="
git log --oneline -1
git rev-list --left-right --count origin/main...HEAD
# (should show: 0   0)

# Push tag
echo "Pushing tag v$VERSION to origin..."
git push origin "v$VERSION"

# Verify tag pushed
echo "=== Verifying tag pushed ==="
git ls-remote origin | grep "refs/tags/v$VERSION"

# Final status check
echo "=== Final git status ==="
git status

Expected output:

  • Commit is up to date with origin/main
  • Tag appears in git ls-remote origin
  • git status shows nothing to commit

Checklist:

  • [ ] Commit pushed to origin/main
  • [ ] Tag pushed to origin
  • [ ] git status shows "Your branch is up to date with 'origin/main'."
  • [ ] Tag is visible in GitHub: https://github.com/dchud/mrrc/tags

Publishing

The publishing process is mostly automated via GitHub Actions. The workflow is triggered by pushing the v* tag.

8.1 Verify GitHub Actions Triggered

Go to: https://github.com/dchud/mrrc/actions

Look for the "Python Release to PyPI" workflow:

  • It should be triggered automatically by your tag push
  • It builds wheels on Ubuntu, macOS, and Windows
  • It runs tests on all wheels
  • It publishes to PyPI

Expected duration: 10-20 minutes

Checklist:

  • [ ] Workflow appears in GitHub Actions
  • [ ] Workflow status is "in progress" or "completed"

8.2 Monitor Build Process

Wait for: 1. build-release-wheels job - Builds Python wheels for 5×3.10-3.14 on macOS/Ubuntu/Windows 2. test-release-wheels job - Tests all wheels 3. publish-pypi job - Publishes wheels to PyPI

Each job has multiple matrix runs (fail-fast: false means all run even if some fail).

Expected outcomes:

  • All build jobs pass ✓
  • All test jobs pass ✓
  • PyPI publish job completes ✓

If any job fails: See Troubleshooting

8.3 Verify crates.io Publication (Manual)

The crates.io publication is manual (requires crates.io API token).

Local publication (if CI doesn't do it):

cd "$REPO_ROOT"
cargo publish --dry-run

If dry-run succeeds:

cargo publish

Verification: https://crates.io/crates/mrrc/versions

Should list your new version within 1-2 minutes.

Checklist:

  • [ ] Dry-run succeeds locally (optional)
  • [ ] Version appears on crates.io
  • [ ] Version documentation is correct on docs.rs

8.4 Verify PyPI Publication

https://pypi.org/project/mrrc/

Should show your new version with wheels for Python 3.10, 3.11, 3.12, 3.13, 3.14 across macOS, Ubuntu, and Windows.

Expected: 15 wheels total (5 Python versions × 3 platforms)

Checklist:

  • [ ] Version appears on PyPI
  • [ ] All wheels are present (15 total)
  • [ ] Documentation is correct

8.5 Verify GitHub Release Created

GitHub Actions automatically creates a GitHub Release with wheels attached and release notes extracted from CHANGELOG.md (the section matching the tag version).

Go to: https://github.com/dchud/mrrc/releases

Should see your new release with:

  • Tag name: vX.Y.Z
  • Release title (auto-generated from tag)
  • Release notes body (auto-extracted from CHANGELOG.md)
  • Wheels attached from dist/
  • Status: Not a draft, not a prerelease (unless version contains alpha/beta)

Checklist:

  • [ ] Release appears on GitHub
  • [ ] Release notes match the CHANGELOG section for this version
  • [ ] Wheels are attached
  • [ ] Release status is correct (not draft)

Post-Release Verification

9.1 Test Installation from PyPI (Python)

On a fresh machine or in a new virtual environment:

python -m venv /tmp/test_mrrc
source /tmp/test_mrrc/bin/activate
pip install mrrc
python -c "import mrrc; print(mrrc.__version__)"

Should print the new version (if __version__ is exposed; if not, just verify import succeeds).

Checklist:

  • [ ] Installation from PyPI succeeds
  • [ ] Package imports correctly
  • [ ] Version matches expected

9.2 Test Installation from crates.io (Rust)

In a test Rust project:

cargo init /tmp/test_mrrc_rust
cd /tmp/test_mrrc_rust
cargo add mrrc@X.Y.Z
cargo check

Checklist:

  • [ ] Crate installs from crates.io
  • [ ] Compilation succeeds
  • [ ] Dependency resolution is correct

9.3 Verify docs.rs Documentation

Go to: https://docs.rs/mrrc/latest/mrrc/

Docs should be built and available. If not, they build automatically within a few minutes.

Expected: Latest version's documentation is current and complete

Checklist:

  • [ ] docs.rs has documentation for new version
  • [ ] Documentation is complete (no build errors)

Post-Release Setup

10.1 Verify Sync and Beads

Sync any issue tracking changes:

bd sync
git status

No changes should be required unless you manually updated issue statuses.

10.2 Create Post-Release Issue (Optional)

If there are known issues or follow-up work:

bd create "Post-release items for X.Y.Z" \
  -t task \
  -p 3 \
  --description "Items identified during release X.Y.Z that don't block release:

- Item 1
- Item 2
- Item 3

Link to release: https://github.com/dchud/mrrc/releases/tag/vX.Y.Z" \
  --json

10.3 Begin Next Development Cycle

After release, update the [Unreleased] section to reflect the next development direction.

File: CHANGELOG.md

The [Unreleased] section should remain mostly empty with just subsection headers:

## [Unreleased]

### Added

### Changed

### Fixed

### Performance

### Documentation

Planning & Tracking:

If you have identified planned work items for the next release, create beads issues INSTEAD of hardcoding them in the changelog. This keeps CHANGELOG.md clean and issues tracked in the issue system.

Example workflow: 1. After release, review roadmap and open issues 2. Create new issues for planned work: br create "Feature: ..." -p 2 3. Link major items in README roadmap or docs/RELEASES.md (but NOT in CHANGELOG [Unreleased]) 4. The [Unreleased] section fills up organically as work is completed during development

Why? CHANGELOG documents what was released, not what's planned. Planning belongs in the issue tracker (beads).

Checklist:

  • [ ][Unreleased] section has empty subsections ready for new content
  • [ ] Major planned work items created as beads issues (not hardcoded in CHANGELOG)
  • [ ] Issue tracker (beads) reflects the development roadmap
  • [ ] README or docs reflect high-level roadmap if needed

10.4 Commit Post-Release Changes (if any)

Only commit if you made changelog changes:

git status
# If only CHANGELOG.md changed:
git add CHANGELOG.md
git commit -m "docs: clear [Unreleased] section after vX.Y.Z release"
git push origin main

Checklist:

  • [ ] No uncommitted changes
  • [ ] Post-release commit (if needed) pushed to main

Rollback Procedures

Use these procedures only if critical issues are discovered after release.

11.1 Immediate: Yank on crates.io (Rust)

If a critical security or correctness issue exists:

# REQUIRES crates.io API token and owner permissions
cargo yank --vers X.Y.Z

This marks the version as "yanked" (not recommended), but does not delete it. Users with exact version pins can still use it; cargo will warn them.

Announcement: Notify users via:

  • GitHub release notes (edit release to add notice)
  • Email if applicable
  • Issue tracker

11.2 Immediate: Delete Release on PyPI (Python)

If the release is newer and hasn't been heavily downloaded:

Manual process (no CLI tool): 1. Go to https://pypi.org/project/mrrc/ 2. Click on version number 3. Click "Yank release" or "Delete release" 4. Confirm

Note: PyPI supports "yanking" (like crates.io) which is preferred to deletion.

Announcement: Same as above.

11.3 Revert Git Tag

If pushing the wrong tag:

git tag -d vX.Y.Z                    # Delete local tag
git push origin :refs/tags/vX.Y.Z   # Delete remote tag

Then fix the issue and re-tag:

git tag -a vX.Y.Z -m "Release version X.Y.Z (re-release)"
git push origin vX.Y.Z

11.4 Fix and Re-release

For issues discovered immediately:

  1. Fix the issue in code and tests
  2. Increment PATCH version (e.g., 0.5.0 → 0.5.1)
  3. Follow the full release procedure again with the new version
  4. Update GitHub release notes to reference the fix and advise users to upgrade

Troubleshooting

GitHub Actions Build Fails

Problem: Wheels fail to build on one platform (e.g., Windows)

Steps: 1. Check the GitHub Actions logs for the specific failure 2. Common causes: - Rust toolchain version mismatch - Python version not available on that platform 3. Fix the issue in the workflow file (.github/workflows/python-release.yml) 4. Delete the failed tag: git tag -d vX.Y.Z && git push origin :refs/tags/vX.Y.Z 5. Commit the workflow fix: git commit -am "fix: python-release workflow" 6. Re-tag and push: git tag -a vX.Y.Z -m "Release version X.Y.Z" && git push origin vX.Y.Z

PyPI Publication Fails

Problem: Wheels build successfully but PyPI publish job fails

Steps: 1. Verify OIDC trusted publisher is configured at pypi.org for dchud/mrrc (workflow: python-release.yml) 2. Ensure the publish-pypi job has id-token: write permission 3. Check that the workflow is using pypa/gh-action-pypi-publish without a password: parameter (OIDC is auto-detected) 4. Re-run the failed job or push a new tag

Note: You can manually publish wheels if CI fails:

pip install twine
twine upload dist/mrrc-*.whl

crates.io Publish Fails

Problem: Wheels publish but crates.io publication is skipped or fails

Steps: 1. Ensure you have crates.io API token 2. Publish manually:

cd "$REPO_ROOT"
cargo publish
3. If auth fails: cargo login and paste token 4. Verify on crates.io within 1-2 minutes

Docs.rs Documentation Doesn't Build

Problem: Version appears on crates.io but docs.rs shows "Documentation Failed to Build"

Steps: 1. Check docs.rs build logs: Go to https://docs.rs/mrrc/X.Y.Z and click "Docs Build" 2. Common causes: - doc comments with syntax errors - Dependencies missing on docs.rs 3. Fix the issue in source code 4. Do NOT re-release: docs.rs will automatically rebuild the docs for the existing version within a few minutes 5. Verify rebuild by checking the page again

Version Mismatch Between Cargo/PyProject

Problem: Deployment uses version A in Cargo.toml but version B in pyproject.toml

Steps: 1. Verify all three configs match: Cargo.toml, src-python/Cargo.toml, pyproject.toml 2. If mismatch exists: - Fix all to the same version - Delete the incorrect tag: git tag -d vX.Y.Z && git push origin :refs/tags/vX.Y.Z - Recommit and retag (see GitHub Actions Build Fails section)

Test Failures During Release

Problem: One of the test-release-wheels jobs fails

Steps: 1. Check the job logs for the specific failure 2. Determine if it's: - Flaky test: Re-run the job from GitHub Actions UI - Real issue: Fix the code, recommit, and re-release 3. If fixing code: - Increment PATCH version - Follow release procedure with new version - Delete old broken tag if desired


Checklist: Full Release Workflow

Phase 1: Pre-Release Verification

  • [ ] .cargo/check.sh passes all checks
  • [ ] Git status is clean
  • [ ][Unreleased] section is complete and accurate
  • [ ] Breaking changes checked (if any)

Phase 2: Version Number Selection

  • [ ] Version number determined (SemVer rationale noted)
  • [ ] Current version identified from Cargo.toml

Phase 3: Configuration File Updates

  • [ ] Cargo.toml updated
  • [ ] src-python/Cargo.toml updated
  • [ ] pyproject.toml updated
  • [ ] All three versions match

Phase 4: Changelog & Documentation

  • [ ] CHANGELOG.md: [Unreleased] → [X.Y.Z]
  • [ ] New [Unreleased] section created
  • [ ] README.md reviewed and updated
  • [ ] docs/ directory scanned for version refs
  • [ ] Example code compiles and runs
  • [ ] AGENTS.md reviewed for stale guidance

Phase 5: Final Sanity Check

  • [ ] Version consistency verified (all three files match)
  • [ ] Changelog shows new version with correct date
  • [ ] All tests pass (full .cargo/check.sh)
  • [ ] Git status is clean (only config files changed)

Phase 6: Git Operations

  • [ ] Version update commit created with proper message
  • [ ] Commit pushed to origin/main
  • [ ] Git tag created with v prefix
  • [ ] Tag pushed to origin

Phase 7: Publishing & Verification

  • [ ] GitHub Actions triggered successfully
  • [ ] build-release-wheels job passed
  • [ ] test-release-wheels job passed
  • [ ] publish-pypi job completed
  • [ ] PyPI publication verified (15 wheels present)
  • [ ] crates.io publication verified (manual or CI)
  • [ ] GitHub release created with changelog notes
  • [ ] docs.rs documentation available

Phase 8: Post-Release Verification

  • [ ] Local PyPI installation test passed
  • [ ] Local Rust dependency test passed

Phase 9: Post-Release Setup

  • [ ] Beads sync completed
  • [ ][Unreleased] section cleaned (empty subsections)
  • [ ] Post-release commit pushed (if any)
  • [ ] Next development issues created (if planned)

Reference Information

File Locations

File Purpose Version String
Cargo.toml Root Rust package Line 7: version = "X.Y.Z"
src-python/Cargo.toml Python binding package Line 3: version = "X.Y.Z"
pyproject.toml Python project metadata Line 7: version = "X.Y.Z"
CHANGELOG.md Release notes Line 8+: Version headers
README.md Project overview Various (checked for version refs)

GitHub Actions Workflows

Workflow Trigger Purpose
python-release.yml Tag push v* Builds wheels, tests, publishes to PyPI
lint.yml Push/PR Rustfmt, clippy, doc checks
test.yml Push/PR Cargo tests
python-build.yml Push/PR Python wheel build test

Important URLs

Resource URL
GitHub Repo https://github.com/dchud/mrrc
GitHub Actions https://github.com/dchud/mrrc/actions
GitHub Releases https://github.com/dchud/mrrc/releases
PyPI Package https://pypi.org/project/mrrc/
crates.io https://crates.io/crates/mrrc
docs.rs https://docs.rs/mrrc
GitHub Project Settings https://github.com/dchud/mrrc/settings

Commands Quick Reference

# Pre-release verification
.cargo/check.sh

# Version checks
grep '^version' Cargo.toml
grep '^version' src-python/Cargo.toml
grep '^version' pyproject.toml

# Git operations
git tag -a vX.Y.Z -m "Release version X.Y.Z"
git push origin main
git push origin vX.Y.Z

# Manual crates.io publish
cargo publish --dry-run
cargo publish

# Manual PyPI publish
pip install twine
twine upload dist/mrrc-*.whl

# Test installation
pip install --upgrade mrrc
cargo add mrrc@X.Y.Z

  • AGENTS.md - Development workflow and CI references
  • CHANGELOG.md - Full release history
  • docs/README.md - Documentation index
  • .github/workflows/ - CI/CD workflow definitions

Questions or issues with this procedure?

  • Check the Troubleshooting section
  • Review GitHub Actions logs for specific errors
  • Consult AGENTS.md for development environment setup
  • Create a GitHub issue if the procedure needs updating