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Automative Tech stack

Technology stack for
web, mobile & AI products

Primary stacks for custom web and mobile apps with AI integrations — React, Next.js, TypeScript, React Native, Flutter, and LLM tooling. Secondary tools for blockchain and AI products when your roadmap needs them.

Frontend

Primary focus: React, Next.js, and TypeScript for web apps and SaaS products that stay fast and maintainable.

8 technologies
PrimaryDefault stack — we ship this regularlyStrongComfortable in production when the project fitsWhen neededUsed for specific requirements, not by default
React
Primary
Component-based UI library
Next.js
Primary
Full-stack React framework
TypeScript
Primary
Strongly typed JavaScript
Tailwind CSS
Primary
Utility-first styling
Framer Motion
Strong
Production-ready animations
Vue / Nuxt
When needed
Progressive web framework
Three.js
When needed
3D graphics in the browser
WebAssembly
When needed
Near-native web performance

How we choose technology

We choose tools your team can run: fit for the product, hiring market, and ops cost — not a logo parade.

Fit over fashion

We pick tools for your problem, team, and timeline — not because they topped last month's Hacker News thread.

Proven in production

Every recommendation has shipped at scale. Experimental tech stays in spikes until it earns a seat in the stack.

Ownable by your team

We avoid lock-in and exotic setups. The stack should be something your engineers can extend without us.

Ops cost included

Hosting, observability, and hiring difficulty count. A "free" framework that needs three specialists is not free.

Stack blueprints

Starting combinations we refine per project — web and mobile with AI integrations first, with blockchain or productized AI added only when they earn a place.

SaaS product platform

App Router frontends, typed APIs, relational data with caching, and infra that scales with seats — not guesswork.

Next.jsTypeScriptPostgreSQLRedisAWS

AI integrations

LLM orchestration, RAG pipelines, vector search, and evaluation loops wired into a web or mobile product surface.

PythonFastAPILangChainPineconeGCP

Mobile + API

Shared mobile codebase, push and offline-first patterns, and a backend your web and partners can share.

React NativeExpoNestJSPostgreSQLFirebase

Web3 application

Secondary blueprint: auditable contracts, typed client SDKs, and a web layer that feels like a product — not a block explorer.

SolidityFoundryviemNext.jsIPFS

How we ship with these tools

Mastery is not knowing APIs — it is the engineering bar we hold on every project.

Typed by default

TypeScript, schema validation, and contract-first APIs so bugs fail at compile time — not in production.

Tests where it counts

Unit coverage on domain logic, integration tests on boundaries, and smoke tests on every deploy path.

Observable systems

Logs, metrics, and traces from day one. If we cannot see it breaking, we do not ship it.

Security in the pipeline

Dependency scanning, secret hygiene, least-privilege IAM, and threat modeling on sensitive surfaces.

CI/CD as a product

Preview environments, gated merges, and rollback-ready releases — not "works on my machine" deploys.

Clear boundaries

Modules, services, and packages with explicit ownership so the codebase stays navigable as it grows.

Already have a stack?

Greenfield is rare. We modernize, consolidate, and scale what you already run.

Incremental migration

Strangle legacy systems piece by piece. Keep the lights on while new services take over high-value paths.

  • Risk-ranked cutovers
  • Dual-run periods
  • Zero big-bang weekends

Stack consolidation

Too many frameworks, too few experts. We rationalize tools so your team ships faster with a smaller surface area.

  • Audit existing tooling
  • Shared platforms
  • Hiring-friendly choices

Performance & scale

When the stack is fine but the system is slow, we profile, cache, shard, and redesign the hot paths.

  • Load & latency budgets
  • Query & cache strategy
  • Capacity planning
Get in touch

Let's build something
remarkable

Whether you need a web or mobile app with AI integrations, blockchain work, or a conversation about our AI products — tell us what you're building and we'll respond fast.

Response timeWithin 24 hours
Free consultation60-min discovery call
NDA availableOn request
Web Application
Mobile App
AI Integrations
Blockchain
AI Product
Cloud / DevOps
Desktop App
Other

Stack questions

How we pick tools, join existing codebases, and keep you out of lock-in.

For web: React, Next.js, and TypeScript. For mobile: React Native and Flutter. For AI integrations: LLM APIs, RAG, and evaluation tooling embedded into those products. Backend and cloud tools are chosen to support the same stack.

Yes, as a secondary capability. We add smart-contract and wallet workflows when they create clear product value — not by default. AI products we ship (Stampvio, MarqueeDesk) are also secondary to client engineering.

No. We recommend what we know ships well for web, mobile, and AI integrations, but we work inside your constraints — existing languages, cloud vendors, and compliance requirements.

Yes. Most engagements start with a technical audit, then we plug into your repos and rituals rather than rewriting for the sake of it.

Both when needed. Application, data, and infrastructure are designed together so web and mobile releases stay deployable and observable.

We prefer open standards and portable infra where practical. Managed services are fine when they buy speed — we keep exit paths and data ownership clear.