Built Through Human-AI Collaboration
A remarkable 4-hour development sprint showcasing the power of human creativity combined with AI implementation capabilities.
4 Hours Total
Aug 16-17, 2025
From concept to production-ready system with comprehensive testing and documentation.
100% Success
25+ emails processed
Flawless classification across 5 different profiles with zero errors in production testing.
2000+ Lines
Production Go code
Complete implementation with OAuth, LLM integration, audit systems, and comprehensive tests.
Enterprise-Grade Email Intelligence
Advanced email classification with privacy-first architecture and production-ready security.
Local LLM Processing
All inference via local Ollama - zero cloud calls, complete privacy protection.
Profile-Driven Classification
Modular YAML profiles with inheritance, dependencies, and few-shot learning.
Cryptographic Audit Trails
Immutable decision logs with SHA-256 integrity verification and encrypted storage.
Circuit Breaker Patterns
Resilient handling of external dependencies with automatic failover and recovery.
Dry-Run Safety
Safe testing mode with comprehensive validation before applying any email changes.
Policy Resolution
Advanced conflict resolution with priority rules and confidence weighting.
Production Performance
Built for enterprise scale with rigorous performance targets.
Ready to Get Started?
Deploy MailSentinel in minutes with our comprehensive setup guide and example profiles.
# Quick installation
git clone https://github.com/copyleftdev/mailsentinel.git
cd mailsentinel && go mod tidy
# Setup Ollama and pull model
ollama serve && ollama pull qwen2.5:7b
# Run in safe dry-run mode
./bin/mailsentinel -dry-run -query "is:unread" -max-emails 10