tuvl
A different kind of AI tool

Stop vibing.
Start building.

There's a fundamental difference between prompting an AI
and actually orchestrating one.

Vibe Coding
"make it work somehow"
↓
| Sure! Here's one approach... actually let me try another—
"no wait, do it differently"
↓
Of course! I've refactored everything. Note: I changed the database schema.
"why did it break again?"
↓
I apologize for the confusion. Let me start over with a completely new approach...
unpredictable context drift no audit trail prompt dependency hope-driven
vs
Controlled Workflow
fn
validate
✓ valid
ai
decide
→ senior
fn
act
✓ done
deterministic auditable composable signal-driven yours to own

AI doesn't have to be a black box you throw requests at.

It can be a step. A precise, auditable, replaceable step — in a workflow you control.

We built something for that.

Local-first  ·  YAML-defined  ·  Production-ready

Something featherlight
is almost ready.

No cloud lock-in. No prompt engineering. Just workflows that do exactly what you define.