The First Product Factory Built for Scale
Ex-FAANG Engineers laying the foundation for AI-first development of the worlds best products.
AI can build software. It just can't be trusted to scale.
The Generation Problem
The Scaling Problem
The problem isn't intelligence. It's infinite possibilities.
Our Approach
Re-implementing opinionated architecture from Google/Stripe/Meta. For everyone else.
We don't improve generation. We control it.
Karya MARK-1 Stack
A purpose-built agent optimized infrastructure with guardrails built in
Karya Beam
Continuous update layer that improves the MARK-1 Stack across all deployments
Karya Replicant
Full replica of your production system for safe and reliable product vibe coding
Artifact Engine
Structured document generation for human review and agent execution
Execution Harness
A controlled environment where agents can build with certainty
Evaluation System
Continuous quality assessment and feedback loops
Bound the universe of outcomes.
Karya's deterministic execution harness constrains agent behavior, enforces validation rules, prevents inconsistent outputs, and ensures predictable execution.
Correctness is enforced—not inferred.
The only system built for production-grade reliability.
| Solution | Primary Focus | Consistency | Reliability |
|---|---|---|---|
| Vibe Tools | Speed | ||
| IDEs | Productivity | ||
| Agents | Autonomy | ||
| Karya | Reliability |
Bringing consistency to agentic development.
The final frontier isn't intelligence. It's execution.