Your code doesn't know
your rules.
Ship with compiler-verified correctness from your first commit.
The Know-Code Gap
Your code doesn't know your rules. Ours does.
Every line your AI generates is LOSS — Lines Of Stochastic Source. Probabilistic output. No formal relationship to your business rules. The code works today. Tomorrow it contradicts a constraint you didn't encode. The day after, a user finds the gap before your tests do.
You ship fast with Cursor and Claude Code. Your code works. Mostly. But "mostly" at scale is a liability. AI-generated code has 1.7× more issues. 2,000+ vulnerabilities found across 5,600 vibe-coded applications. The issue isn't speed — it's that your AI generates LOSS without knowing the rules your software must follow.
AYIOS is the know-code solution. Write the rules once. The specification carries that knowledge. The runtime enforces it everywhere. Your AI works with the rules, not around them.
Ship faster AND ship correct. Zero LOSS.
48 enforced invariants replaced 1,726 manual rules. In 8 sessions.
A production deployment in water infrastructure — 5,500+ IoT probes, 370,000 records daily — delivered by 1 developer working with AI. The specification captures domain knowledge that compounds. Every refinement makes the asset more valuable.
"That's not a spec — that's a moat."
Request a Demo
See know-code in action. We'll walk you through a live demonstration.
Or email us at [email protected]
Start Building with Guarantees
No ceremony. No manifesto. Just a spec that enforces itself.