The Challenge
Developing quickly with AI needs to be done right.
Developing compliance systems quickly is even harder.
AI agents can generate code fast, but without structure, priorities, and traceability, you end up with technical debt, compliance gaps, and features that miss the mark.
A Structured Iterative Approach
Prioritizing what matters most
Discover
See a problem or solution opportunity
Research
Gather context and understand the domain
Plan
Define requirements and priorities
Model
Design architecture, types, tests, and patterns
Test & Complete
Validate against requirements and priorities
Deploy
Ship to production with confidence
Monitor
Track performance and user behavior
Analyze
Learn and identify next priorities
Supernal Coding Provides the Structure.
Your people work with AI agents to create code that measurably solves problems.
See a Problem or Have an Idea
Identify an opportunity or challenge that needs solving. Validate it's worth pursuing.
Write Stories
Capture requirements as user stories that describe what needs to be built
Model Everything
Define names, types, components, containers, data structures, architecture, tests, and code patterns
Generate Tests
Create comprehensive test suites that validate against requirements and models
Implement & Iterate
Build features with AI assistance, continuously validating against tests and requirements
AI-Accelerated at Every Step — Human expertise guides the process while AI handles the heavy lifting
Development Lifecycle Comparison
Comprehensive comparison across all SDLC phases
Working with AI Driven Development
Supernal Coding extends the principles from AWS AI-Driven Development Lifecycle (AI-DLC) with production-ready tooling and enterprise features:
- Complete Implementation: Not just methodology - actual tools you can use today
- Story-to-Test Generation: AI-powered via interface.supernal.ai
- Git-Smart Integration: Intelligent version control with safety validation throughout the lifecycle
- Compliance Automation: Built-in support for regulated industries (FDA 21 CFR Part 11, GxP)
- Real-Time Visibility: Live dashboards for requirements, tests, coverage, and agent activity
- Multi-Repo Coordination: Family-based architecture for complex enterprise systems
- Open Source: Run on your infrastructure with full customization and no vendor lock-in
Ready to Build Better Software?
Join developers using Supernal Coding to ship compliant, high-quality software with AI-accelerated workflows.