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* refactor: PM Agent complete independence from external MCP servers ## Summary Implement graceful degradation to ensure PM Agent operates fully without any MCP server dependencies. MCP servers now serve as optional enhancements rather than required components. ## Changes ### Responsibility Separation (NEW) - **PM Agent**: Development workflow orchestration (PDCA cycle, task management) - **mindbase**: Memory management (long-term, freshness, error learning) - **Built-in memory**: Session-internal context (volatile) ### 3-Layer Memory Architecture with Fallbacks 1. **Built-in Memory** [OPTIONAL]: Session context via MCP memory server 2. **mindbase** [OPTIONAL]: Long-term semantic search via airis-mcp-gateway 3. **Local Files** [ALWAYS]: Core functionality in docs/memory/ ### Graceful Degradation Implementation - All MCP operations marked with [ALWAYS] or [OPTIONAL] - Explicit IF/ELSE fallback logic for every MCP call - Dual storage: Always write to local files + optionally to mindbase - Smart lookup: Semantic search (if available) → Text search (always works) ### Key Fallback Strategies **Session Start**: - mindbase available: search_conversations() for semantic context - mindbase unavailable: Grep docs/memory/*.jsonl for text-based lookup **Error Detection**: - mindbase available: Semantic search for similar past errors - mindbase unavailable: Grep docs/mistakes/ + solutions_learned.jsonl **Knowledge Capture**: - Always: echo >> docs/memory/patterns_learned.jsonl (persistent) - Optional: mindbase.store() for semantic search enhancement ## Benefits - ✅ Zero external dependencies (100% functionality without MCP) - ✅ Enhanced capabilities when MCPs available (semantic search, freshness) - ✅ No functionality loss, only reduced search intelligence - ✅ Transparent degradation (no error messages, automatic fallback) ## Related Research - Serena MCP investigation: Exposes tools (not resources), memory = markdown files - mindbase superiority: PostgreSQL + pgvector > Serena memory features - Best practices alignment: /Users/kazuki/github/airis-mcp-gateway/docs/mcp-best-practices.md 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * chore: add PR template and pre-commit config - Add structured PR template with Git workflow checklist - Add pre-commit hooks for secret detection and Conventional Commits - Enforce code quality gates (YAML/JSON/Markdown lint, shellcheck) NOTE: Execute pre-commit inside Docker container to avoid host pollution: docker compose exec workspace uv tool install pre-commit docker compose exec workspace pre-commit run --all-files 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * docs: update PM Agent context with token efficiency architecture - Add Layer 0 Bootstrap (150 tokens, 95% reduction) - Document Intent Classification System (5 complexity levels) - Add Progressive Loading strategy (5-layer) - Document mindbase integration incentive (38% savings) - Update with 2025-10-17 redesign details * refactor: PM Agent command with progressive loading - Replace auto-loading with User Request First philosophy - Add 5-layer progressive context loading - Implement intent classification system - Add workflow metrics collection (.jsonl) - Document graceful degradation strategy * fix: installer improvements Update installer logic for better reliability * docs: add comprehensive development documentation - Add architecture overview - Add PM Agent improvements analysis - Add parallel execution architecture - Add CLI install improvements - Add code style guide - Add project overview - Add install process analysis * docs: add research documentation Add LLM agent token efficiency research and analysis * docs: add suggested commands reference * docs: add session logs and testing documentation - Add session analysis logs - Add testing documentation * feat: migrate CLI to typer + rich for modern UX ## What Changed ### New CLI Architecture (typer + rich) - Created `superclaude/cli/` module with modern typer-based CLI - Replaced custom UI utilities with rich native features - Added type-safe command structure with automatic validation ### Commands Implemented - **install**: Interactive installation with rich UI (progress, panels) - **doctor**: System diagnostics with rich table output - **config**: API key management with format validation ### Technical Improvements - Dependencies: Added typer>=0.9.0, rich>=13.0.0, click>=8.0.0 - Entry Point: Updated pyproject.toml to use `superclaude.cli.app:cli_main` - Tests: Added comprehensive smoke tests (11 passed) ### User Experience Enhancements - Rich formatted help messages with panels and tables - Automatic input validation with retry loops - Clear error messages with actionable suggestions - Non-interactive mode support for CI/CD ## Testing ```bash uv run superclaude --help # ✓ Works uv run superclaude doctor # ✓ Rich table output uv run superclaude config show # ✓ API key management pytest tests/test_cli_smoke.py # ✓ 11 passed, 1 skipped ``` ## Migration Path - ✅ P0: Foundation complete (typer + rich + smoke tests) - 🔜 P1: Pydantic validation models (next sprint) - 🔜 P2: Enhanced error messages (next sprint) - 🔜 P3: API key retry loops (next sprint) ## Performance Impact - **Code Reduction**: Prepared for -300 lines (custom UI → rich) - **Type Safety**: Automatic validation from type hints - **Maintainability**: Framework primitives vs custom code 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * refactor: consolidate documentation directories Merged claudedocs/ into docs/research/ for consistent documentation structure. Changes: - Moved all claudedocs/*.md files to docs/research/ - Updated all path references in documentation (EN/KR) - Updated RULES.md and research.md command templates - Removed claudedocs/ directory - Removed ClaudeDocs/ from .gitignore Benefits: - Single source of truth for all research reports - PEP8-compliant lowercase directory naming - Clearer documentation organization - Prevents future claudedocs/ directory creation 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * perf: reduce /sc:pm command output from 1652 to 15 lines - Remove 1637 lines of documentation from command file - Keep only minimal bootstrap message - 99% token reduction on command execution - Detailed specs remain in superclaude/agents/pm-agent.md 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * perf: split PM Agent into execution workflows and guide - Reduce pm-agent.md from 735 to 429 lines (42% reduction) - Move philosophy/examples to docs/agents/pm-agent-guide.md - Execution workflows (PDCA, file ops) stay in pm-agent.md - Guide (examples, quality standards) read once when needed Token savings: - Agent loading: ~6K → ~3.5K tokens (42% reduction) - Total with pm.md: 71% overall reduction 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * refactor: consolidate PM Agent optimization and pending changes PM Agent optimization (already committed separately): - superclaude/commands/pm.md: 1652→14 lines - superclaude/agents/pm-agent.md: 735→429 lines - docs/agents/pm-agent-guide.md: new guide file Other pending changes: - setup: framework_docs, mcp, logger, remove ui.py - superclaude: __main__, cli/app, cli/commands/install - tests: test_ui updates - scripts: workflow metrics analysis tools - docs/memory: session state updates 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * refactor: simplify MCP installer to unified gateway with legacy mode ## Changes ### MCP Component (setup/components/mcp.py) - Simplified to single airis-mcp-gateway by default - Added legacy mode for individual official servers (sequential-thinking, context7, magic, playwright) - Dynamic prerequisites based on mode: - Default: uv + claude CLI only - Legacy: node (18+) + npm + claude CLI - Removed redundant server definitions ### CLI Integration - Added --legacy flag to setup/cli/commands/install.py - Added --legacy flag to superclaude/cli/commands/install.py - Config passes legacy_mode to component installer ## Benefits - ✅ Simpler: 1 gateway vs 9+ individual servers - ✅ Lighter: No Node.js/npm required (default mode) - ✅ Unified: All tools in one gateway (sequential-thinking, context7, magic, playwright, serena, morphllm, tavily, chrome-devtools, git, puppeteer) - ✅ Flexible: --legacy flag for official servers if needed ## Usage ```bash superclaude install # Default: airis-mcp-gateway (推奨) superclaude install --legacy # Legacy: individual official servers ``` 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * refactor: rename CoreComponent to FrameworkDocsComponent and add PM token tracking ## Changes ### Component Renaming (setup/components/) - Renamed CoreComponent → FrameworkDocsComponent for clarity - Updated all imports in __init__.py, agents.py, commands.py, mcp_docs.py, modes.py - Better reflects the actual purpose (framework documentation files) ### PM Agent Enhancement (superclaude/commands/pm.md) - Added token usage tracking instructions - PM Agent now reports: 1. Current token usage from system warnings 2. Percentage used (e.g., "27% used" for 54K/200K) 3. Status zone: 🟢 <75% | 🟡 75-85% | 🔴 >85% - Helps prevent token exhaustion during long sessions ### UI Utilities (setup/utils/ui.py) - Added new UI utility module for installer - Provides consistent user interface components ## Benefits - ✅ Clearer component naming (FrameworkDocs vs Core) - ✅ PM Agent token awareness for efficiency - ✅ Better visual feedback with status zones 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * refactor(pm-agent): minimize output verbosity (471→284 lines, 40% reduction) **Problem**: PM Agent generated excessive output with redundant explanations - "System Status Report" with decorative formatting - Repeated "Common Tasks" lists user already knows - Verbose session start/end protocols - Duplicate file operations documentation **Solution**: Compress without losing functionality - Session Start: Reduced to symbol-only status (🟢 branch | nM nD | token%) - Session End: Compressed to essential actions only - File Operations: Consolidated from 2 sections to 1 line reference - Self-Improvement: 5 phases → 1 unified workflow - Output Rules: Explicit constraints to prevent Claude over-explanation **Quality Preservation**: - ✅ All core functions retained (PDCA, memory, patterns, mistakes) - ✅ PARALLEL Read/Write preserved (performance critical) - ✅ Workflow unchanged (session lifecycle intact) - ✅ Added output constraints (prevents verbose generation) **Reduction Method**: - Deleted: Explanatory text, examples, redundant sections - Retained: Action definitions, file paths, core workflows - Added: Explicit output constraints to enforce minimalism **Token Impact**: 40% reduction in agent documentation size **Before**: Verbose multi-section report with task lists **After**: Single line status: 🟢 integration | 15M 17D | 36% 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * refactor: consolidate MCP integration to unified gateway **Changes**: - Remove individual MCP server docs (superclaude/mcp/*.md) - Remove MCP server configs (superclaude/mcp/configs/*.json) - Delete MCP docs component (setup/components/mcp_docs.py) - Simplify installer (setup/core/installer.py) - Update components for unified gateway approach **Rationale**: - Unified gateway (airis-mcp-gateway) provides all MCP servers - Individual docs/configs no longer needed (managed centrally) - Reduces maintenance burden and file count - Simplifies installation process **Files Removed**: 17 MCP files (docs + configs) **Installer Changes**: Removed legacy MCP installation logic 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * chore: update version and component metadata - Bump version (pyproject.toml, setup/__init__.py) - Update CLAUDE.md import service references - Reflect component structure changes 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> --------- Co-authored-by: kazuki <kazuki@kazukinoMacBook-Air.local> Co-authored-by: Claude <noreply@anthropic.com>
234 lines
8.1 KiB
Markdown
234 lines
8.1 KiB
Markdown
# Git Branch Integration Research: Master/Dev Divergence Resolution (2025)
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**Research Date**: 2025-10-16
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**Query**: Git merge strategies for integrating divergent master/dev branches with both having valuable changes
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**Confidence Level**: High (based on official Git docs + 2024-2025 best practices)
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---
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## Executive Summary
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When master and dev branches have diverged with independent commits on both sides, **merge is the recommended strategy** to integrate all changes from both branches. This preserves complete history and creates a permanent record of integration decisions.
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### Current Situation Analysis
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- **dev branch**: 2 commits ahead (PM Agent refactoring work)
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- **master branch**: 3 commits ahead (upstream merges + documentation organization)
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- **Status**: Divergent branches requiring reconciliation
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### Recommended Solution: Two-Step Merge Process
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```bash
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# Step 1: Update dev with master's changes
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git checkout dev
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git merge master # Brings upstream updates into dev
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# Step 2: When ready for release
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git checkout master
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git merge dev # Integrates PM Agent work into master
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```
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---
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## Research Findings
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### 1. GitFlow Pattern (Industry Standard)
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**Source**: Atlassian Git Tutorial, nvie.com Git branching model
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**Key Principles**:
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- `develop` (or `dev`) = active development branch
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- `master` (or `main`) = production-ready releases
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- Flow direction: feature → develop → master
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- Each merge to master = new production release
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**Release Process**:
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1. Development work happens on `dev`
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2. When `dev` is stable and feature-complete → merge to `master`
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3. Tag the merge commit on master as a release
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4. Continue development on `dev`
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### 2. Divergent Branch Resolution Strategies
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**Source**: Git official docs, Git Tower, Julia Evans blog (2024)
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When branches have diverged (both have unique commits), three options exist:
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| Strategy | Command | Result | Best For |
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|----------|---------|--------|----------|
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| **Merge** | `git merge` | Creates merge commit, preserves all history | Keeping both sets of changes (RECOMMENDED) |
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| **Rebase** | `git rebase` | Replays commits linearly, rewrites history | Clean linear history (NOT for published branches) |
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| **Fast-forward** | `git merge --ff-only` | Only succeeds if no divergence | Fails in this case |
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**Why Merge is Recommended Here**:
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- ✅ Preserves complete history from both branches
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- ✅ Creates permanent record of integration decisions
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- ✅ No history rewriting (safe for shared branches)
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- ✅ All conflicts resolved once in merge commit
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- ✅ Standard practice for GitFlow dev → master integration
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### 3. Three-Way Merge Mechanics
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**Source**: Git official documentation, git-scm.com Advanced Merging
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**How Git Merges**:
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1. Identifies common ancestor commit (where branches diverged)
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2. Compares changes from both branches against ancestor
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3. Automatically merges non-conflicting changes
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4. Flags conflicts only when same lines modified differently
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**Conflict Resolution**:
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- Git adds conflict markers: `<<<<<<<`, `=======`, `>>>>>>>`
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- Developer chooses: keep branch A, keep branch B, or combine both
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- Modern tools (VS Code, IntelliJ) provide visual merge editors
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- After resolution, `git add` + `git commit` completes the merge
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**Conflict Resolution Options**:
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```bash
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# Accept all changes from one side (use cautiously)
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git merge -Xours master # Prefer current branch changes
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git merge -Xtheirs master # Prefer incoming changes
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# Manual resolution (recommended)
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# 1. Edit files to resolve conflicts
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# 2. git add <resolved-files>
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# 3. git commit (creates merge commit)
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```
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### 4. Rebase vs Merge Trade-offs (2024 Analysis)
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**Source**: DataCamp, Atlassian, Stack Overflow discussions
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| Aspect | Merge | Rebase |
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|--------|-------|--------|
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| **History** | Preserves exact history, shows true timeline | Linear history, rewrites commit timeline |
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| **Conflicts** | Resolve once in single merge commit | May resolve same conflict multiple times |
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| **Safety** | Safe for published/shared branches | Dangerous for shared branches (force push required) |
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| **Traceability** | Merge commit shows integration point | Integration point not explicitly marked |
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| **CI/CD** | Tests exact production commits | May test commits that never actually existed |
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| **Team collaboration** | Works well with multiple contributors | Can cause confusion if not coordinated |
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**2024 Consensus**:
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- Use **rebase** for: local feature branches, keeping commits organized before sharing
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- Use **merge** for: integrating shared branches (like dev → master), preserving collaboration history
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### 5. Modern Tooling Impact (2024-2025)
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**Source**: Various development tool documentation
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**Tools that make merge easier**:
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- VS Code 3-way merge editor
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- IntelliJ IDEA conflict resolver
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- GitKraken visual merge interface
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- GitHub web-based conflict resolution
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**CI/CD Considerations**:
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- Automated testing runs on actual merge commits
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- Merge commits provide clear rollback points
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- Rebase can cause false test failures (testing non-existent commit states)
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---
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## Actionable Recommendations
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### For Current Situation (dev + master diverged)
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**Option A: Standard GitFlow (Recommended)**
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```bash
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# Bring master's updates into dev first
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git checkout dev
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git merge master -m "Merge master upstream updates into dev"
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# Resolve any conflicts if they occur
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# Continue development on dev
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# Later, when ready for release
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git checkout master
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git merge dev -m "Release: Integrate PM Agent refactoring"
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git tag -a v1.x.x -m "Release version 1.x.x"
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```
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**Option B: Immediate Integration (if PM Agent work is ready)**
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```bash
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# If dev's PM Agent work is production-ready now
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git checkout master
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git merge dev -m "Integrate PM Agent refactoring from dev"
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# Resolve any conflicts
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# Then sync dev with updated master
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git checkout dev
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git merge master
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```
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### Conflict Resolution Workflow
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```bash
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# When conflicts occur during merge
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git status # Shows conflicted files
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# Edit each conflicted file:
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# - Locate conflict markers (<<<<<<<, =======, >>>>>>>)
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# - Keep the correct code (or combine both approaches)
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# - Remove conflict markers
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# - Save file
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git add <resolved-file> # Stage resolution
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git merge --continue # Complete the merge
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```
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### Verification After Merge
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```bash
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# Check that both sets of changes are present
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git log --graph --oneline --decorate --all
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git diff HEAD~1 # Review what was integrated
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# Verify functionality
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make test # Run test suite
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make build # Ensure build succeeds
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```
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---
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## Common Pitfalls to Avoid
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❌ **Don't**: Use rebase on shared branches (dev, master)
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✅ **Do**: Use merge to preserve collaboration history
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❌ **Don't**: Force push to master/dev after rebase
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✅ **Do**: Use standard merge commits that don't require force pushing
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❌ **Don't**: Choose one branch and discard the other
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✅ **Do**: Integrate both branches to keep all valuable work
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❌ **Don't**: Resolve conflicts blindly with `-Xours` or `-Xtheirs`
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✅ **Do**: Manually review each conflict for optimal resolution
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❌ **Don't**: Forget to test after merging
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✅ **Do**: Run full test suite after every merge
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---
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## Sources
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1. **Git Official Documentation**: https://git-scm.com/docs/git-merge
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2. **Atlassian Git Tutorials**: Merge strategies, GitFlow workflow, Merging vs Rebasing
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3. **Julia Evans Blog (2024)**: "Dealing with diverged git branches"
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4. **DataCamp (2024)**: "Git Merge vs Git Rebase: Pros, Cons, and Best Practices"
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5. **Stack Overflow**: Multiple highly-voted answers on merge strategies (2024)
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6. **Medium**: Git workflow optimization articles (2024-2025)
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7. **GraphQL Guides**: Git branching strategies 2024
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---
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## Conclusion
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For the current situation where both `dev` and `master` have valuable commits:
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1. **Merge master → dev** to bring upstream updates into development branch
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2. **Resolve any conflicts** carefully, preserving important changes from both
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3. **Test thoroughly** on dev branch
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4. **When ready, merge dev → master** following GitFlow release process
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5. **Tag the release** on master
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This approach preserves all work from both branches and follows 2024-2025 industry best practices.
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**Confidence**: HIGH - Based on official Git documentation and consistent recommendations across multiple authoritative sources from 2024-2025.
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