Built by ICE LABS

Things We've
Actually Built.

Ten years of Rails work leaves a trail. These are the tools, kits, and internal projects that came out of solving real problems — not spec exercises. Some are open. Some are reference. All of them are real code.

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09 Products
01
Available
Rails Upgrade
Toolkit

A battle-tested checklist, automated diff scanner, and migration guide for upgrading Rails 6 or 7 apps to Rails 8. Cut upgrade time from weeks to days.

Rails Upgrades CLI
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02
Available
RAG Starter
Kit for Rails

A production-ready scaffold for adding Retrieval-Augmented Generation to any Rails app. Includes vector store setup, embedding pipeline, and a query interface.

RAG Rails LLMs
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03
Available
SaaS Kickstart
Template

A fully-wired Rails 8 SaaS boilerplate: multi-tenancy, Stripe billing, role-based auth, Hotwire UI, and Fly.io deployment — ready to clone and ship.

SaaS Rails 8 Stripe
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04
Coming Soon
AI Agent
Builder for Rails

A modular toolkit for wiring up autonomous AI agents directly inside your Rails app — tool use, memory, and task orchestration with minimal configuration.

Agents Rails LLMs
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05
Coming Soon
Bridgetown
Component Kit

A curated library of Bridgetown-native UI components — built with Tailwind v4 and Hotwire. Drop into any Bridgetown project and ship polished pages instantly.

Bridgetown Tailwind v4 SSG
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06
Coming Soon
PG Query
Analyser

A Rails engine that surfaces slow ActiveRecord queries, explains execution plans in plain English via LLM, and suggests targeted index improvements.

PostgreSQL Rails AI
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07
Coming Soon
Rails Security
Audit Gem

Automated scanning for common Rails security pitfalls — mass assignment, N+1 exposures, misconfigured CSP, and outdated dependencies — with actionable fix guides.

Security Rails Gem
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08
Coming Soon
Context Window
Optimiser

A Ruby library for intelligently chunking, ranking, and trimming context before it's sent to an LLM — reduce token costs and improve response quality in one step.

LLMs Ruby AI
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09
Coming Soon
Multi-tenant
Rails Engine

A plug-and-play Rails engine for adding row-level multi-tenancy to existing apps. Supports subdomain, path-scoped, and header-based tenant resolution strategies.

Multi-tenant Rails SaaS
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6 products in the pipeline.
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