Technology · AI-assisted engineering

AI-powered.
Human-owned.

We're AI-first by design — AI does the heavy lifting at every stage, while expert engineers own the architecture and the quality bar. We build on a proven, modern stack and deliver tested source code to your own GitHub. No black boxes, no lock-in.

AI-assisted at every stage · human-owned
A TYPICAL PRODUCTION STACK
Frontend
what your users see
ReactTypeScriptNext.jsTailwind CSS
Backend & API
the logic & rules
Node.jsFastAPI (Python)REST + GraphQL
Data & AI
memory & intelligence
PostgreSQLRedisVector DBLLM APIs
Infrastructure
where it runs
AWS / GCPDockerGitHub Actions (CI/CD)

Your exact stack is chosen in the Blueprint stage, matched to your product — never one-size-fits-all.

AI-FIRST BY DESIGN

AI at every stage.

From your first conversation to production monitoring, AI is doing the work. We're not a vibe-coding tool because expert engineers own every decision — but AI is what makes 4–6 week delivery possible.

B1
Brainstorm

Our Ideator AI runs the discovery conversation, drafts and refines your PRD live as you talk, infers your app type, and flags thin or missing sections.

Ideator AIClaudeGPT-4o
B2
Blueprint

AI drafts the architecture and technical spec from your PRD, then generates a working, clickable prototype — reviewed and hardened by our engineers and designers.

Claudev0Figma AI
B3
Budget

AI estimation models size effort and cost from your approved scope, stress-test your bid against the plan, and generate the draft contract and project plan.

ClaudeEstimator AI
B4
Build

AI coding agents write, refactor, and test code against the sprint plan at high velocity — every change reviewed and owned by senior engineers.

Claude CodeCursorGitHub CopilotAI code reviewAI test generationCodeQLSnyk (security)
B5
Beyond

AI watches your production system, surfaces anomalies before users feel them, and assists on-call response — keeping you inside your SLA.

AI monitoringOn-call copilotCI/CD automationAI deploy checks

Representative toolset · we adopt the best models as they ship

HOW WE BUILD

Fast, because it's done right.

You own the code

Every commit lands in your own GitHub organization from day one. No proprietary runtime, no vendor lock-in. If you ever walk away, you take a complete, working codebase with you.

AI-assisted, human-owned

AI accelerates the repetitive work, but experienced engineers own the architecture, the hard decisions, and the quality bar. That's the line between a real product and a vibe-coded demo.

Tested & reviewed

Automated test suites, continuous integration, and code review are built into every sprint — not bolted on at the end. You get software that holds up when real users arrive.

Secure by default

Encryption in transit and at rest, sensible access controls, and dependency scanning come standard. Compliance needs like GDPR or SOC 2 are planned into the Blueprint, not discovered later.

NO LOCK-IN

It's your product. Standard tools, standard code.

We build with open, widely-adopted technologies — so any competent engineering team on earth can pick up where we left off. You're never dependent on us to keep your product alive.

Full commit history
Documentation & runbooks
Infrastructure as code
No proprietary dependencies

Curious what we'd build for you?

Your stack is decided in the Blueprint — grounded in your product, not a template. Start with a Brainstorm to get there.

Let us Brainstorm your idea →