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Rief Productions

Services

Engineering services

Rief Productions takes on design, delivery, and architecture work across the stack — from a focused API or integration to a full application.

Capabilities

What we take on

Application Engineering
Products, platforms, and the interfaces people use every day.
  • Full-stack web applications
  • Internal platforms and dashboards
  • Customer-facing products and portals
  • Modern frontend architecture
  • Design-system and component foundations
Backend & Systems
The APIs, data, and infrastructure behind an application — built to hold up in production.
  • APIs and service design
  • Authentication and authorization
  • Integrations and third-party services
  • Data workflows and background processing
  • Event-driven systems
  • Databases, caching, and search
  • Cloud infrastructure
AI & Automation
AI where it earns its place, wired into real workflows rather than bolted on.
  • LLM applications
  • Retrieval-augmented generation (RAG)
  • AI agents and orchestration
  • Workflow automation
  • MCP and tool integrations
  • Structured data pipelines
  • Developer productivity tooling
Architecture & Modernization
Technical direction and the unglamorous work that keeps systems healthy over time.
  • Technical planning and system design
  • Migrations and legacy modernization
  • Performance and reliability
  • Security and accessibility
  • Developer experience and tooling

Engagements

Ways to work together

Contract engineering

Hands-on delivery on a product or platform. Full-time or part-time, working directly with your team and codebase.

Technical consulting

Architecture and technical direction: system design, code and infrastructure review, and a practical path forward.

Modernization

Migrations, legacy modernization, and performance work delivered incrementally rather than as a big-bang rewrite.

AI & automation

LLM applications, RAG, agents, and workflow automation wired into real processes — with human oversight where it matters.

Process

How an engagement runs

  1. 01

    Scope the problem

    Clarify goals, constraints, and what success looks like. Review the existing code, systems, and data.

  2. 02

    Design the approach

    Propose an architecture and delivery plan with clear milestones. Align on stack and ownership.

  3. 03

    Build and ship

    Implement in small, reviewable increments and validate with the people who use the software.

  4. 04

    Hand off and support

    Leave behind documentation, tests, and context so the team can run and extend the system confidently.

Technology

Tools we work with

Chosen for fit and maintainability.

Languages

  • TypeScript
  • JavaScript
  • Python
  • SQL
  • PHP
  • Go

Frontend

  • React
  • Next.js
  • Astro
  • Tailwind CSS
  • Vite
  • TanStack Router

Backend & data

  • Node.js
  • FastAPI
  • Django
  • PostgreSQL
  • Redis
  • Elasticsearch
  • MySQL

AI & agents

  • LangGraph
  • LangChain
  • RAG
  • MCP
  • Agents
  • DeepSeek

Infrastructure

  • AWS
  • Terraform
  • AWS CDK
  • Docker
  • GitHub Actions
  • Netlify
  • Railway

Integrations

  • Stripe
  • Auth0 / Okta
  • Clerk
  • Algolia
  • HubSpot
  • Headless CMS

Start a conversation

Tell us what you are working on and we will tell you whether and how we can help.

Good reasons to reach out

  • Contract or consulting engineering
  • Application or system architecture
  • Backend, API, or integrations work
  • AI and automation projects
  • Modernizing or migrating a legacy system
  • Technical review or due diligence