MODEL
Users choose the model: local Ollama, open weights, or compatible providers.
SOVYN
Your agent. Your models. Your workflows. Your machine.
> fix the failing tests ◆ Inspecting project ◆ Running tests ◆ Found failing module ! Permission required ◆ Patch applied ◆ Tests passed ◆ Learned workflow
Without reusable automation
Run 1 -> AI Run 2 -> AI Run 3 -> AI Run 4 -> AI
With SOVYN
Run 1 -> AI-assisted execution Run 2 -> learned workflow Run 3 -> learned workflow Run 4 -> learned workflow
MODEL
Users choose the model: local Ollama, open weights, or compatible providers.
AGENT
The runtime is open source and inspectable instead of hidden behind a hosted box.
TOOLS
Tool permissions are explicit before filesystem, shell, or network actions run.
WORKFLOWS
Successful work can become editable automation for later local reuse.