Development Workflow

AI-Powered ServiceNow Development from Start to Finish

SNowCoder automates your entire development lifecycle—from requirements to deployment—so you can focus on building great solutions

Complete Lifecycle Automation

SNowCoder transforms how ServiceNow teams work by automating time-consuming tasks while keeping you in control through review and approval workflows.

1

Requirements & Planning

Describe your feature or provide high-level requirements

Automated by SNowCoder

  • AI generates complete PRD with executive summary, goals, and success criteria
  • Interactive wireframes created and embedded in documentation
  • Acceptance criteria defined and validated
  • Non-functional requirements identified (performance, security, compliance)

Your Role

Review and approve PRD, or request refinements

2

Architecture & Design

SNowCoder analyzes requirements and your ServiceNow instance

Automated by SNowCoder

  • Architecture diagrams auto-generated (UML, C4 model, data flow)
  • Technical specifications created with table schemas and field definitions
  • Integration points and API contracts documented
  • Security and performance considerations outlined

Your Role

Review architecture, approve or request changes

3

Work Breakdown

AI breaks down the project into actionable tasks

Automated by SNowCoder

  • User stories generated with titles, descriptions, and acceptance criteria
  • Story points and effort estimates calculated
  • Task breakdowns for each story with dependencies identified
  • Export to Jira, Azure DevOps, or CSV for project management

Your Role

Import tasks into your PM tool, assign to team

4

Code Generation

Write code with AI-powered assistance in VS Code

Automated by SNowCoder

  • Inline code completions for Script Includes, Business Rules, Client Scripts
  • Multi-line generation for complex logic
  • Best practice enforcement and anti-pattern detection
  • Context-aware suggestions based on your instance codebase

Your Role

Accept suggestions, write custom logic, commit to Git

5

Test Automation

Comprehensive test suites generated automatically

Automated by SNowCoder

  • Unit tests for Script Includes and Business Rules
  • System tests for workflows and integrations
  • ServiceNow ATF test cases ready to deploy
  • Test data and mocks auto-generated

Your Role

Run tests locally, review coverage, deploy ATF tests

6

Documentation & Version Control

All artifacts committed to Git automatically

Automated by SNowCoder

  • PRDs, specs, and diagrams stored in /docs folder
  • Meaningful commit messages generated
  • Full version history tracked in Git
  • Pull request descriptions auto-populated

Your Role

Review commits, create PR, merge to main

From Weeks to Hours

90%

Less Documentation Time

PRDs, specs, and diagrams that used to take weeks now take hours—most of it automated.

80%+

Test Coverage

Comprehensive test suites auto-generated for every code change—no more manual test writing.

10x

Faster Development

From idea to production-ready code in a fraction of the time with AI assistance.

Seamless Integration with Your Tools

SNowCoder works where you work—no context switching required

VS

VS Code

Native extension for code completions, chat, and review workflows

Git

Git/GitHub

Auto-commit docs, specs, and tests with meaningful commit messages

SN

ServiceNow

Direct connection for context extraction and ATF test deployment

AI

Your LLM

Powered by state-of-the-art language models optimized for ServiceNow

Real-World Example

Project: Incident Auto-Assignment

Build a system that automatically assigns incoming incidents to the right support group based on category, urgency, and team availability.

Traditional Approach

  • 📝Week 1-2: Write PRD, create wireframes, get stakeholder approval
  • 🏗️Week 3: Design architecture, document technical specs
  • Week 4: Break down into user stories and tasks
  • 💻Week 5-7: Write Business Rules, Script Includes, UI Policies
  • 🧪Week 8-9: Write tests, fix bugs, re-test
  • 🚀Week 10: Deploy to production

Total: 10 weeks

With SNowCoder

  • Day 1: AI generates PRD with wireframes (2 hours to review)
  • Day 1: Architecture diagrams & specs created (1 hour to review)
  • Day 2: User stories & tasks generated, imported to Jira
  • Week 1-2: Write code with AI assistance, tests auto-generated
  • Week 2: Review test coverage, run ATF tests
  • Week 2: Deploy to production

Total: 2 weeks (80% faster)

The difference? SNowCoder automated the heavy lifting while you stayed in control through review and approval.

Ready to Transform Your ServiceNow Workflow?

Join development teams who are shipping faster, testing better, and documenting effortlessly with SNowCoder.

View Documentation