Build faster, without rebuilding later.
You move fast. You explore ideas with AI tools and turn them into prototypes in hours. But when it’s time to go live, sessions break, auth fails, and the flow collapses. The Two Cents Software Stack gives you a backend you can trust and a frontend your tools can build on — ready for production from day one.
AI-assisted speed meets production-grade structure.
You already use Copilot, Codex, and Claude to move quickly. But AI-generated scaffolds don't handle tokens, audit logs, or data consistency.
Our stack gives you the typed backend, the configuration-first spine, and the frontend components to turn your AI-built prototypes into real, deployable products.
Every feature (authentication, billing, storage, jobs) is already typed, tested, and ready to extend.
Your code is fast. Your foundation isn't.
Fragile sessions and missing state control
Generated code handles login, not session rotation. Tokens never refresh, logout doesn't propagate, and background cleanup doesn't exist — so you end up debugging expired sessions instead of shipping features.
Security and compliance blind spots
AI-scaffolded apps skip token hashing, audit logs, and lifecycle rules. There's no audit trail for who did what or when, making your product non-compliant before it launches.
Zero tenant logic
Most generated projects don't understand multi-tenant context. Users and teams share the same tables, roles drift, and permissions collapse as soon as collaboration enters the mix.
No persistence between environments
There's no configuration spine or typed DTOs. The API you test locally isn't the same in staging or production. Things drift because nothing validates on startup.
Broken integrations when scaling up
Stripe, storage, or email integrations are glued on with no sync or background reconciliation. When webhooks fail, data silently desyncs.
Prototype code that can't go to production
Auth isn't revoking tokens, billing logic isn't idempotent, and storage uploads skip quota enforcement. By the time you add those, you're rewriting half your app.
Vibe coders need a foundation that moves at their pace without creating tech debt.
A system designed for AI-native developers.
Two Cents Software Stack integrates perfectly with AI tools because it's typed, predictable, and configuration-driven.
Every module exposes DTOs, schemas, and documented APIs, so AI coding assistants know exactly what to generate. Your Copilot can scaffold UI, write queries, and wire routes confidently, because the structure never changes.
We built the stack to be AI-legible: clear enough for copilots, reliable enough for production.
From idea to product, without switching stacks.
Configuration-first architecture
Every feature and flag lives in typed JSON configuration. When you enable billing or teams, the backend validates keys and propagates settings to the frontend automatically.
Your AI tools can read the shape of every config through DTOs and documentation.
Typed APIs and shared DTOs
Backend endpoints generate TypeScript clients through NSwag, so every call your Copilot writes is typed and verified.
The same contracts define API behavior for your web, mobile, and AI agents.
UI library ready for composition
Use our React component library to build onboarding, billing, and workspace screens with motion, theming, and accessibility already solved.
Your AI tools can suggest new components because they follow clear, consistent naming.
Background reliability
Hangfire jobs handle token cleanup, Stripe sync, audit retention, and CRM reconciliation automatically.
Even your AI-built features run on solid ground.
Structure for builders who move fast.
You write code the moment an idea hits. We remove the friction between inspiration and execution.
The stack takes care of backend setup, authentication, storage, and billing, so you stay in flow.
Your AI tools handle creativity. Our stack handles reliability. Together, they get you from prototype to production in days, not months.
AI Tools
Handle creativity
Storage
Already configured
Auth
Production-ready
Our Stack
Handles reliability
What Vibe Coders build with Two Cents.
Launch an MVP SaaS in a weekend
Using Copilot and the Two Cents Stack to go from idea to deployed product.
Build internal tools
That share your existing auth, storage, and billing modules.
Generate onboarding or dashboard UIs
Automatically from typed DTOs using AI coding assistants.
Extend with AI features
Add summaries, insights, and reports through background jobs.
Replace brittle prototypes with production-grade systems
That your copilots can still evolve and extend confidently.
From idea to launch: the Two Cents path.
Start with the Stack
Skip the empty project setup.
Clone the Two Cents Software Stack and open a system that already includes authentication, billing, storage, and background reliability.
Providers, keys, and feature flags live in typed configuration files, so you can define your environment once and start coding immediately.
Your workspace runs, builds, and validates itself before your first commit.
Code with AI
Your copilots work better when the system has structure.
Use Copilot, Codex, or Claude to scaffold routes, queries, and components against the stack's fully typed APIs and React UI library.
Every module is predictable (Auth, Billing, Storage, CRM), so AI tools generate correct code instead of guesses.
You stay in the creative flow while the foundation enforces correctness.
Validate & Ship
Before deployment, run the included test suites and configuration validators.
Hangfire jobs spin up automatically to clean tokens, sync billing, and reconcile CRM data.
You confirm every provider key, flag, and DTO at startup, catching errors before production.
When you deploy, you're not hoping it works. You already know it does.
Iterate Safely
The same configuration spine powers every module and client.
Add new features, extend your schema, or launch a mobile version without breaking alignment.
React Native and web share the same typed DTOs and configuration API, so every change stays consistent across platforms.
You evolve quickly, with the confidence that everything still fits together.
Scale with Clarity
As usage grows, the background job engine and telemetry keep your product stable.
Monitor job queues, plan usage, and storage quotas through built-in dashboards.
Adjust configuration, switch providers, or update pricing without rewriting code.
Your system grows through structure, not chaos.
AI speed, without the breakage.
You still build fast, but this time, nothing falls apart. The Two Cents Software Stack gives you structure, observability, and production confidence.
Every idea can become a product: fast, typed, and production-ready.
Fast
Move at AI speed with copilot-assisted development
Typed
End-to-end type safety from database to UI
Production-Ready
Ship with confidence, not technical debt
Start building with structure.
If you move fast with AI, the Two Cents Software Stack keeps your momentum sustainable.