# DKTA Labs

> Infrastructure and evaluation systems for autonomous software you can inspect, constrain, and operate.

DKTA Labs builds and operates systems around autonomous agents: execution, retrieval, evaluation, security boundaries, deployment, and operational feedback. The lab is built and operated by Dakota Secula-Rosell.

## Selected public work

- capsulectl: credential-blind JavaScript dependency intake and execution — https://github.com/dkta-labs/capsulectl
- agentd: local scheduled-agent supervisor with durable run evidence — https://github.com/dkta-labs/agentd
- TavernBench: long-horizon evaluation arena and public protocol/clients — https://tavernbench.dkta.dev/ and https://github.com/dkta-labs/tavernbench
- Extract: metered page extraction, bounded English-language image OCR, and deterministic JSON/CSV utilities — https://extract.dkta.dev/ and https://github.com/dkta-labs/extract

## Operating principles

- Durable state and explicit ownership over hidden process magic.
- Narrow trust boundaries and approval gates around consequential actions.
- Observable verification over claims that a workflow probably worked.
- Public client contracts separated from private operations and held-out evaluation machinery.

## Contact

- Email: dakota@dkta.dev
- GitHub: https://github.com/dkta-labs
- Operator: https://dkta.dev/