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Software Engineering Standards

Documentation

Overview Project Structure ADRs Runbooks Templates

Backend

Technology Stack Architecture

Overview Data Handling & Secrets Security Automation Authentication Rate Limiting XSS Prevention Reporting

Module Structure Conventions Migrations Generic Example - Models Generic Example - Schemas Generic Example - CRUD Generic Example - APIs Generic Example - Module Walkthrough

Migrations (Operational)

Migrations - Sync Local Schema Migrations - Run Dev Migrations Migrations - Run Prod Migrations

Local Setup SDLC Governance Observability Error Handling Logging

Overview Structure Fixtures Generic Example - Conftest Generic Example - CRUD Tests Generic Example - API Tests Generic Example - Security Tests

AI Engine Notifications Workers

Overview Data Model Ingestion & Indexing Retrieval & Ranking Entity Hybrid Search Operations

Frontend

Technology Stack Architecture

Overview Authentication CSRF Headers & CSP XSS & Content Rendering Data Handling & Secrets Security Automation

Code Organization

Project Structure Naming Conventions Imports & Boundaries

UI & Design System

Tailwind Conventions Components Library Design System Page

Data, State & Forms

BFF API Layer API Client React Query Forms & Validation

Local Setup Railway Deployment Notes Error Handling Logging & Observability

Overview Structure Unit & Component Testing E2E (Playwright)

Error Tracking Analytics & Tracking

Generic Example

BFF Route Handler Proxy API Client RHF + Zod Form React Query Design System Page (Dev-only)

Playbooks

Playbook Creation Guide Project README Template Example Tracker

Workflow (Monorepo + Split Repos)

Playbook Creation Guide Template Example

UI & Design System

This section documents UI conventions and the design system approach so components are consistent, accessible, and maintainable across product surfaces.

In this section

Tailwind Conventions
Components Library
Design System Page

On this page

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