AI/ML Integration
Already have a Rails, .NET, or Crystal app and want to add AI features? We integrate LLMs, vector search, and ML pipelines into existing codebases.
Ruby Roost is based in Houston and partners with teams that need senior-level strategy, design, and engineering to move an idea from rough concept to a production-ready platform. We combine Rails, .NET, and Crystal experience with modern AI delivery so the work is fast, durable, and easy to evolve.
15+
years building product teams, launch systems, and production backend apps.
Rails + AI
strategy, design, engineering, and integration in one delivery loop.
Houston
friendly senior help for startups, agencies, and enterprise teams.
AI assistant pipeline
ReadyLatency
182ms
Coverage
98%
Delivery stack
Engagement
Senior team extension
Strategy, implementation, and ongoing support without the overhead of building a full internal squad too early.
Rails
Migrations, upgrades, performance.
AI
RAG, agents, embeddings, search.
Delivery
Design, code, launch, iterate.
The site now reads more like a product launch page than a standard agency brochure: clear service lanes, strong hierarchy, and a visual rhythm that keeps the page moving.
Already have a Rails, .NET, or Crystal app and want to add AI features? We integrate LLMs, vector search, and ML pipelines into existing codebases.
Need an API or full application built from scratch? We scope, architect, and ship production-ready Rails, .NET, or Crystal apps.
Stuck on an old Rails version? We handle the upgrade path β dependencies, deprecations, and tests β so you stay current without the risk.
We audit your backend for common vulnerabilities, misconfigured auth, exposed secrets, and OWASP top-10 risks, then deliver a prioritized remediation plan.
Slow queries, N+1s, memory bloat. We profile your app end-to-end, identify the bottlenecks, and fix them with measurable before/after benchmarks.
Moving from bare metal, Heroku, or a legacy host to AWS, GCP, or Fly.io? We plan and execute zero-downtime migrations with full rollback coverage.
We evaluate your AI workflows, prompt usage, context windows, and model choices to reduce cost, latency, and wasted tokens.
CI/CD pipelines, deployment automation, and observability. We set it up so your team doesn't have to think about it.
Need a C# or ASP.NET application improved, extended, or built from scratch? We ship production-ready backend systems and APIs.
We build fast, maintainable Crystal services and tooling when you want a typed, performant backend with a smaller footprint.
This section becomes a calmer, more product-led βwho this is forβ block. It keeps the page grounded after the capability grid and before the contact close.
You're moving fast and need senior Rails engineering on call without committing to full-time salaries. We keep the app stable while your team focuses on the product.
You have a Rails app that runs your business, but no one in-house who really owns it. We take care of upgrades, security, and performance so you can stop worrying about it.
You need a reliable senior Rails team to extend your capacity or handle overflow. We work clean, communicate clearly, and don't need hand-holding.
The layout now feels like a premium landing page component instead of a plain text list, while still keeping the answers easy to scan.
For retainer clients, we respond to non-emergency issues within one business day. Growth and Partner clients get same-day responses during business hours.
Rails is our primary focus. We also work in .NET, Crystal, and Python, and can integrate AI/ML services into existing apps regardless of stack β but if you're looking for a Node or Laravel specialist, we're not the right fit.
Retainers start with a 3-month trial, then renew quarterly. Semi-annual and annual commitments are available at a discount. Project work is scoped upfront with milestone-based billing. No surprise invoices.
Yes. Give us 30 days notice and we'll adjust. Upgrades can happen immediately if capacity allows.
That's what the project-based work section is for. Get in touch with a description of what you need and we'll let you know if it's a good fit.
The close now mirrors the MongoDB-style landing page more closely: large type, bold contrast, and a dedicated form surface that feels like the final conversion moment instead of an afterthought.
1 day
Typical response time for new inquiries.
Senior
You get experienced strategy and implementation.
Scoped
Clear next steps before work begins.
Β© 2026 Ruby Roost Β· Jay Bird Consulting Group LLC