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Trifle

Simple analytics for Developers

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    Track what matters. Skip the infrastructure.
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Time-series metrics platform that works with your existing database. Track counters, revenue, and hierarchical data across Ruby, Elixir, and Go — no new infrastructure to deploy, monitor, or pay for.


The Ecosystem

  ┌──────────────────────────────────────────────────────────────────────┐
  │                                                                      │
  │   Your App                                Trifle App                 │
  │   ┌──────────┐                ┌─────────────────────────────┐        │
  │   │  Ruby    │                │  Dashboards  │   Alerts     │        │
  │   │  Elixir  │                │  Digests     │   AI Chat    │        │
  │   │  Go      │                │  Explore     │   REST API   │        │
  │   └──────────┘                └──────┬────────────────▲─────┘        │
  │        │                             │                │              │
  │        │                             │          API   │              │
  │        │ track()  ┌───────────┐      │                │              │
  │        └─────────►│ Your      │◄─────┘         ┌──────┴──────┐       │
  │                   │ Database  │◄──────────────►│  Trifle CLI │       │
  │                   │           │   direct DB    │  & MCP      │       │
  │                   │ Postgres  │   (optional)   │  Server     │       │
  │                   │ Redis     │                └─────────────┘       │
  │                   │ MongoDB   │                                      │
  │                   │ MySQL     │                                      │
  │                   │ SQLite    │                                      │
  │                   └───────────┘                                      │
  │                                                                      │
  └──────────────────────────────────────────────────────────────────────┘

Core Libraries

Repository Language What it does
Trifle::Stats trifle-stats Ruby Time-series metrics with pluggable database drivers. One call tracks nested, multi-dimensional counters with automatic rollup across time granularities.
Trifle.Stats trifle_stats Elixir Same storage format, same drivers, pipe-friendly Series API. Powers the Trifle App.
TrifleStats trifle_stats_go Go Same storage format, buffered writes, powers the CLI.
Trifle::Traces trifle-traces Ruby Structured execution tracing for background jobs. Captures timestamps, messages, state, and return values.
Trifle::Logs trifle-logs Ruby File-based structured logging with ripgrep-powered search.
Trifle::Docs trifle-docs Ruby Markdown-to-URL documentation router for Rack, Rails, and Sinatra.

Products

Repository What it does
Trifle App trifle Dashboards, alerts, scheduled digests, and AI chat. Self-hosted via Docker or Kubernetes.
Trifle CLI trifle-cli Query and push metrics from the terminal — directly against your database or through the Trifle App API. MCP server mode lets AI agents access your data.

Quick Start

Ruby — add metrics to your app in 5 minutes:

# Gemfile
gem 'trifle-stats'

# config/initializers/trifle.rb
Trifle::Stats.configure do |config|
  config.driver = Trifle::Stats::Driver::Postgres.new
  config.track_granularities = %i[1m 10m 1h 6h 1d 1w 1mo]
end

# anywhere in your app
Trifle::Stats.track(
  'orders',
  at: Time.now,
  values: { count: 1, revenue: 49_99, country: { us: 1 } }
)

Terminal — query metrics instantly:

brew install trifle-io/trifle/trifle
trifle metrics get --key orders --granularity 1d

Philosophy

  ╔══════════════════════════════════════════════════════════════╗
  ║                                                              ║
  ║   Use the database you already have.                         ║
  ║                                                              ║
  ║   PostgreSQL, Redis, MongoDB, MySQL, or SQLite — pick the    ║
  ║   one that's already running. No InfluxDB. No TimescaleDB.   ║
  ║   No dedicated time-series infrastructure to deploy,         ║
  ║   monitor, or pay for.                                       ║
  ║                                                              ║
  ║   Small libraries that do one thing well. Start with just    ║
  ║   the library. Add the App when you need dashboards. Add     ║
  ║   the CLI when you need terminal access or AI agents.        ║
  ║                                                              ║
  ╚══════════════════════════════════════════════════════════════╝

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