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AI DRIVEN DEVELOPMENT

AI Driven Development

Technijian provides AI-driven software development for Irvine and Orange County businesses. AI tools support the build while human architects review requirements, code, and tests. We agree scope, delivery milestones, and acceptance criteria before implementation.

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Sound Familiar?

  • "AI-assisted" tools still mean a developer typing every line by hand — the AI autocompletes, it doesn't actually build the application.
  • Specs get written informally as the project goes, so scope creeps until the "fixed price" quote from kickoff is a distant memory.
  • Bugs get caught in QA after the sprint is already done, instead of being designed out before any code was generated.
  • You need software built for a regulated industry, and no vendor can show you where the compliance requirements are actually enforced in the codebase.
  • Every dev-shop conversation starts with headcount and hourly rates instead of a locked contract for exactly what's being built.

The Typical Approach vs. Technijian

❌ Typical Provider

Software projects need an agreed specification, review gates, and a change process. AI autocomplete alone does not provide those controls. Defining them before development helps teams manage scope and review defects throughout the build.

✓ The Technijian Way

Technijian's AI-Native SDLC starts with a Contract Freeze artifact that defines the application. AI agents help generate a supported .NET Web API and React + TypeScript front end from the agreed Figma design. Human architects and reviewers check the output against quality gates during the build.

What’s Included

  • Contract-First Scoping — We define and lock a Contract Freeze artifact — the immutable blueprint for your application — before any code is generated, fixing scope, architecture, and requirements up front.
  • Figma-to-Code Generation — AI agents translate your Figma designs directly into a production-ready front end built on React 18, TypeScript, and Microsoft Fluent UI v9.
  • Full-Stack Application Build — The same AI-driven process generates the backend — a .NET 8 Web API backed by SQL Server and documented with an OpenAPI spec — so front end and back end are generated to a single contract.
  • AI Code Review & Quality Gates — Every generated component passes through AI code review and hard quality gates before it can advance, so quality is designed into the process rather than inspected in at the end.
  • CI/CD & Automated Test Suites — AI agents generate test suites alongside the application code, and GitHub Actions CI/CD carries approved changes through to deployment.

Why Technijian

Technijian's AI-Native SDLC combines an agreed Contract Freeze artifact, AI-assisted generation, and human review gates. Projects can move from Figma designs to supported .NET and React applications. Scope, price, acceptance criteria, and regulated requirements are agreed before implementation. Engagements start with a free project consultation.

Industries We Serve

Technijian's AI-Native SDLC is built for Orange County businesses in regulated industries that need production-ready software with compliance-grade governance designed into the development process itself, not added on afterward.

Frequently Asked Questions

What is AI-Native SDLC?

It's Technijian's software development lifecycle where AI agents act as the primary workforce — drafting specifications, generating full-stack code, and building test suites — while human architects, reviewers, and approvers govern every stage. It's built for regulated industries, where quality has to be designed in rather than inspected at the end.

What does "Contract Freeze" mean?

A Contract Freeze artifact is the immutable blueprint for your application — the specification is defined and locked before any code is written. That's what lets the AI agents generate code deterministically instead of drifting from what was originally scoped.

What technology stack do you build on?

The proposed architecture uses a supported .NET Web API backend and React with TypeScript, with Microsoft Fluent UI, SQL Server, and OpenAPI documentation where appropriate. Confirm supported versions, dependencies, and deployment requirements during scoping. Figma designs guide the front-end implementation.

If AI agents are writing the code, where do humans fit in?

Humans act as architects, reviewers, and approvers throughout — setting the Contract Freeze artifact up front, reviewing AI-generated code against hard quality gates, and approving each stage before it advances to the next.

How long does a project take?

Technijian's process is built to go from Figma to full-stack "in weeks, not months," since the Contract Freeze approach and AI-driven generation remove much of the back-and-forth that slows traditional development.

How is pricing structured?

Projects start with a free project consultation and move forward under fixed scope and fixed price. Because the Contract Freeze artifact locks requirements before generation begins, there's no scope creep to bill for later.

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