AI-Powered Engineering

Spec to production.we stay Long after launch.

A deterministic AI engineering platform — specs, code, tests, deploys, observability, and self-healing. Use it yourself, or bring our engineers in for hands-on help.

Deterministic
Same input, same output
Self-Healing
Fixes before users notice
Git-Native
PRs, reviews, rollouts
rootvyana — zsh

Where AI strategy becomes
working software.

The AI Gap

Scroll through what's actually happening inside most engineering teams today.

R
@late.night.devs• Reel
1,204
The reality

POV: copy-pasting from ChatGPT at 2am instead of letting AI ship for you.

73% of devs still write boilerplate by hand

R
@standup.chaos• Reel
3,818
The reality

Bought 12 AI tools. Use 0. Sprint planning still on sticky notes.

Only 11% of AI tools are used past month one

R
@pager.duty.life• Reel
5,402
The reality

Prod is on fire. The 'AI copilot' is autocompleting variable names.

AI handles <5% of incident remediation today

The Journey

How it works

Six deterministic stages — every artifact versioned, traceable, reproducible. Click any step to explore.

Step 01 / 06

Describe intent in plain language

Natural-language specs become structured plans with files, tests, and acceptance criteria — versioned and reviewable.

  • Intent → Plan
  • Acceptance criteria
  • Risk surface mapped

In your editor

Lives where you already work.

Drop-in extension for every major IDE. Same deterministic engine, native to your workflow.

rootvyana — Extensions

Extensions

W

WowStacked

Featured

RootVyana · v3.2.0

Deterministic AI engineering inside your editor. Turn natural-language specs into production code, tests, deploys, and self-healing pipelines.

2.4M installs 4.9 (12k)

Spec → Code

Plan, scaffold, implement from intent.

Test Synthesis

Unit, integration, and E2E auto-generated.

Git-Native

Branches, PRs, reviews, merges.

Self-Healing

Detects regressions and ships fixes.

wowstacked · command palette⌘K
wowstacked spec 'add stripe checkout'
✓ plan ready — 7 files, 3 tests
wowstacked code
✓ implementation generated · matched repo patterns
wowstacked deploy
✓ pr #481 opened · ci green · merged
self-healing watch active · uptime 99.99%
main WowStacked · self-healing on0 problems
UTF-8TypeScript

Services

Enterprise-grade software delivery.

Full-Stack Delivery

End-to-end software development from specification to production.

Technical ArchitectureFull ImplementationQA & TestingDeployment

AI Integration

Integrate AI capabilities into your existing systems and workflows.

AI StrategyModel SelectionIntegrationOptimization

Platform Modernization

Transform legacy systems into modern, scalable platforms.

AssessmentMigration PlanningImplementationPerformance

Dedicated Teams

Embedded engineering teams aligned with your goals.

Team AssemblyProcess IntegrationDeliveryKnowledge Transfer

Ready to ship faster?

Get early access to RootVyana and transform how your team builds software.