🎓 v1.4.0 — Self-Learning System

Self-Learning Pattern Application Engine

LearningApplicator brings pattern recognition and automatic application

SnapBack now learns from your coding patterns and automatically applies best practices, making it a true intelligent coding companion.

🎯 What's New

• LearningApplicator: Pattern recognition engine that learns from code history
• Auto-Pattern Application: Automatically applies learned patterns to new code
• Context-Aware Learning: Understands when patterns should (and shouldn't) apply
• Pattern Promotion: Successful patterns automatically promote from cold → warm → hot tiers

�� How It Works

1. Capture: Records successful patterns as you code
2. Analyze: Identifies situations where patterns apply
3. Suggest: Recommends patterns in similar contexts
4. Apply: Can automatically apply proven patterns with your approval

📊 Intelligence Tiers

• Hot Tier: Always-loaded, frequently-used patterns (3+ uses)
• Warm Tier: Context-loaded patterns
• Cold Tier: Archived learnings (30d unused → 90d deleted)

🚀 Looking Forward

This release sets the foundation for SnapBack Intelligence Era v2.0, where the system becomes a proactive coding partner that learns and adapts to your style.

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Current Release — Protection Era v1.x transitioning to Intelligence Era v2.x

🚀 v1.0.0 — Public Launch

SnapBack Public Launch

MCP server standalone, production-ready platform

This is the first public release of SnapBack, marking the transition from private development to production-ready platform.

🎯 What's New

• MCP Server Standalone: Fully independent MCP server for AI assistant integration
• Production Ready: Battle-tested with comprehensive E2E test suite
• Cross-Platform: Works with Cursor, Claude Desktop, Windsurf, and any MCP-compatible client

🤝 Aligned Release

This release coordinates with:

• CLI v1.0.0 — Command-line interface reaches production maturity
• MCP Server v1.0.0 — Standalone MCP server for AI assistants

📊 Timeline

8 weeks of development | 1,312 commits | 6 major phases

From Genesis (v0.1.0) to Public Launch, SnapBack evolved through:

• Phase 0: Genesis (Dec 1-7)
• Phase 1: Foundation (Dec 8-14)
• Phase 2: Core Engine (Dec 15-21)
• Phase 3: Intelligence Engine (Dec 26-29)
• Phase 4: Public Launch (Dec 30 - Jan 2) ← YOU ARE HERE

🔗 Resources

• Documentation
• CLI Tool
• MCP Server

📦 Installation

# VS Code Extension
code --install-extension MarcelleLabs.snapback-vscode

# CLI Tool
npm install -g @snapback/cli

# MCP Server (for AI assistants)
npx @snapback/mcp-server

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Protection Era v1.x — Automatic snapshots, AI detection, local-first safety

🤖 v0.5.0 — AI Detection Engine

AI Detection Engine

@snapback/engine with 9 tools, DecisionEngine, 160 tests

This release introduces the core AI detection engine that powers SnapBack's intelligent snapshot creation.

🎯 What's New

• @snapback/engine Package: Standalone AI detection engine with 9 specialized tools
• DecisionEngine: Intelligent decision-making system for snapshot triggers
• 160 Test Suite: Comprehensive test coverage ensuring accuracy
• 89% Accuracy: Proven AI detection rate in production usage

🔧 Technical Details

The engine analyzes code changes using:

• File change patterns
• Edit velocity metrics
• Context switching detection
• Multi-file coordination analysis
• High-risk change patterns

📈 Impact

This milestone marks SnapBack's transition from simple snapshot management to intelligent, AI-aware protection.

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Phase 2: Core Engine — Foundation for intelligent code protection

🎉 v0.1.0 — Genesis

Genesis — SnapBack AI Code Protection

The beginning of local-first, AI-aware code safety

First commit establishing the foundation for automatic code protection during AI-assisted development.

🌱 The Vision

Protect developers from AI overwrites without disrupting workflow. Every AI tool (Cursor, Copilot, Claude, Windsurf) makes mistakes. SnapBack ensures you can always recover in <1 second.

🎯 Core Principles (Day 1)

• Local-First: Your code never leaves your machine
• Zero-Config: Works immediately, no setup required
• Privacy: No cloud uploads, no tracking
• Performance: Sub-100ms snapshot creation

📅 Timeline

• December 1, 2025: Initial commit
• 8 weeks later: Public Launch (v1.0.0)
• 21 releases: From Genesis to Self-Learning

🚀 What Came Next

From this first commit, SnapBack evolved through:

• AI Detection Engine (v0.5.0)
• Intelligence System (v0.6.0 - v0.9.0)
• Public Launch (v1.0.0)
• Self-Learning (v1.4.0)

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Phase 0: Genesis — Where it all began