Status

What's working in Hone today.

Core Features

• CSV import with auto-detection (Chase, BofA, Amex, Capital One, BECU)
• Transaction deduplication (SHA256 hash)
• Subscription detection (3+ transactions, 5% variance, 70% interval consistency)
• Six detection algorithms: zombie, price increase, duplicate, auto-cancellation, resume, spending anomaly
• Hierarchical tags with auto-tagging pipeline
• Reports: spending, trends, merchants, subscriptions, savings
• Transaction archiving and splits

Infrastructure

• SQLite + SQLCipher encryption (required by default)
• Axum REST API with Cloudflare Access auth
• Full audit logging
• Docker multi-arch images (amd64, arm64)
• Local encrypted backups with CLI management

UI

• Dashboard with spending snapshot and upcoming charges
• Transactions with search, filter, sort, and tagging
• Subscriptions with detail modal and lifecycle tracking
• Alerts for waste detection findings
• Tags management with tree view and rules
• Reports with drill-down to transactions
• Receipt upload and matching workflow
• Explore mode for conversational queries
• Dark mode, mobile responsive

AI Integration (Ollama)

• Merchant classification and normalization
• Subscription vs retail pre-filtering
• Metrics and health monitoring
• Transaction reprocessing with different models
• Prompt library with user overrides
• Model router with task-based routing
• Explore mode with tool-calling

Learning System

• Merchant name cache (AI results cached, user edits take priority)
• Tag learning (manual tags create merchant mappings)
• User feedback system with ratings and corrections
• Feedback injected into prompts for improvement

Testing

• 788 Rust tests
• Playwright UX tests

Known Limitations

• Price increase detection requires 90+ days of history
• Subscription detection works best with consistent merchant names