How to Write a Technical Spec for an App (AI-Ready)

Learn to write technical specifications that AI coding tools can follow. Includes structure, examples, and templates for PRD, API, and architecture specs.
How to Write a Technical Spec for an App (AI-Ready)
TL;DR: A technical spec defines HOW your app works. It's different from a PRD (WHAT it does). AI coding tools need both to avoid hallucinations.
Table of Contents
- What is a Technical Spec?
- Technical Spec vs PRD
- What to Include
- The Structure
- Writing Tips
- Example Spec
- Templates
What is a Technical Spec?
A technical specification documents the implementation details of your app:
- How the system is architected
- What technologies are used
- How components communicate
- What the data structures look like
It's the "how" to the PRD's "what."
Technical Spec vs PRD
| Aspect | PRD | Technical Spec |
|---|---|---|
| Question | What to build? | How to build it? |
| Audience | Stakeholders, PMs | Developers, AI tools |
| Content | Features, user stories | Architecture, schemas, APIs |
| Changes | Rarely (scope lock) | More frequently |
Why Both Matter for AI
AI tools need:
- PRD: To know what features to implement
- Tech Spec: To know how to implement them correctly
What to Include
Essential Sections
| Section | Purpose |
|---|---|
| Architecture Overview | System components and connections |
| Tech Stack | Frameworks, libraries, versions |
| Database Schema | Tables, columns, relationships |
| API Specification | Endpoints, payloads, errors |
| Component Inventory | UI components and props |
| Integration Points | External services, webhooks |
Optional Sections
- Performance requirements
- Security considerations
- Deployment topology
- Monitoring and logging
The Structure
# [Project Name] — Technical Specification
## 1. Overview
Brief description of the system.
## 2. Architecture
- System diagram
- Component descriptions
- Data flow
## 3. Tech Stack
| Category | Technology | Version |
| -------- | ---------- | ------- |
| Frontend | Next.js | 14.x |
| Database | PostgreSQL | 15 |
| ...
## 4. Database Schema
Tables, columns, relationships, DDL.
## 5. API Specification
Endpoints, request/response schemas, errors.
## 6. Component Inventory
UI components with props and states.
## 7. Security
Auth, authorization, data protection.
## 8. Deployment
Environments, CI/CD, infrastructure.
Writing Tips
1. Be Specific
❌ "The app should be fast" ✅ "API responses < 200ms p95"
2. Use Diagrams
graph LR
A[Client] --> B[API]
B --> C[Database]
B --> D[External API]
3. Include Examples
Show request/response examples for APIs:
// POST /api/projects
{
"name": "My Project",
"description": "Optional description"
}
// Response
{
"id": "uuid",
"name": "My Project",
"created_at": "2026-01-01T00:00:00Z"
}
4. Document Constraints
## Constraints
- Maximum 100 projects per user
- File uploads limited to 10MB
- API rate limit: 100 req/min
Example Spec
Abbreviated Example: Task Manager
# TaskFlow — Technical Specification
## Architecture
┌──────────────┐ ┌──────────────┐ │ Next.js │────▶│ Supabase │ │ Frontend │ │ Database │ └──────────────┘ └──────────────┘
## Tech Stack
| Category | Technology |
|----------|------------|
| Frontend | Next.js 14 |
| Database | Supabase (Postgres) |
| Auth | Supabase Auth |
| Styling | Tailwind + shadcn/ui |
## Database Schema
### tasks
| Column | Type | Notes |
|--------|------|-------|
| id | UUID | PK |
| title | TEXT | NOT NULL |
| completed | BOOLEAN | DEFAULT false |
| user_id | UUID | FK → users |
## API Endpoints
### POST /api/tasks
Create a new task.
Request:
```json
{ "title": "string" }
Response (201):
{ "id": "uuid", "title": "string", "completed": false }
Security
- All endpoints require authentication
- Users can only access their own tasks
- RLS policies enforce row-level security
---
## Templates
### Get Started
- [Architecture Doc Template](/templates/architecture-doc-template)
- [Database Schema Template](/templates/database-schema-spec-template)
- [API Spec Template](/templates/api-spec-template-openapi-ai)
- [Full SDD Pack](/templates/spec-driven-development-template)
### Related Guides
- [Spec-Driven Development](/blog/spec-driven-development-for-ai-coding)
- [How to Stop Hallucinations](/blog/how-to-stop-ai-hallucinating-code)
---
> **Generate your tech spec automatically.** [Start with a brain dump →](/)
---
*Last updated: January 2026*
Context Ark Team
Writing about AI, documentation, and developer tools
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