Focused product project
A defined product, modernization, AI integration, or platform outcome delivered through agreed milestones, acceptance criteria, and demonstrations.
Best for a clear outcome and decision owner.
AI-powered product engineering
Software services built around the product outcome—not a menu of technologies.
Code Huddle brings product strategy, design, engineering, quality assurance, and cloud delivery together to build AI products, SaaS platforms, web applications, mobile applications, and dependable long-term product teams.
What we do
Capabilities that can solve one problem or support a complete product lifecycle
Every service page explains who the capability is for, what is delivered, the technologies involved, common use cases, delivery tradeoffs, and the questions clients ask before starting.
01
Generative AI Development
End-to-end Generative AI product development: LLM integration, RAG pipelines, AI agents, fine-tuning, and AI-native SaaS platforms.
OpenAI GPT-4oAnthropic Claude 3.5Google Gemini 1.5
Explore service02Web App Development
Enterprise SaaS platforms and web apps built with React, Next.js, TypeScript, and Node.js — with agile delivery and cloud-native architecture.
React 19Next.js 16TypeScript 5
Explore service03Mobile App Development
Native iOS & Android apps and cross-platform React Native / Flutter solutions with AI-powered features and full App Store deployment support.
React NativeFlutterExpo
Explore service04QA & Testing
Comprehensive QA services including automated testing (Playwright, Cypress), CI/CD pipelines, load testing, and DevSecOps practices.
PlaywrightCypressVitest
Explore service05UI/UX Design
User-centered product design from UX research and wireframing to pixel-perfect Figma deliverables and scalable design systems.
FigmaFigJamStorybook
Explore service06Dedicated Dev Teams
Nearshore dedicated developer teams with agile sprint management, transparent reporting, and flexible T&M or fixed-price engagement models.
ReactNext.jsTypeScript
Explore service07Cloud & DevOps
Cloud-native architecture and DevOps on AWS, Azure, and GCP — including Docker/Kubernetes, Terraform IaC, serverless, microservices, and CI/CD automation.
AWSAzureGCP
Explore serviceWays to engage
Choose an engagement model that matches how certain the work is
The right commercial model protects delivery quality. We make scope, assumptions, dependencies, responsibilities, and decision points visible before delivery accelerates.
Dedicated engineering team
A stable, cross-functional team that works inside your product cadence and owns an evolving roadmap over multiple releases.
Best for continuous development and changing priorities.
Discovery and technical audit
A short engagement that turns an uncertain idea or troubled system into evidence, architecture options, delivery risks, and a practical roadmap.
Best when the right scope is not yet obvious.
Service questions
What clients need to know before choosing a delivery partner
Clear answers create a better first conversation and a more accurate delivery plan.
Plan the right first step
Bring us the product idea, the inherited system, or the delivery problem that needs clarity.
We will help identify the most useful starting point, the unknowns to resolve, and the team needed to make progress.