qvert.netturtle ecosystem
Qvert / Products / Turtle Ecosystem
PRODUCT FAMILY / UNDER WORK

Controller software + local model infrastructure.

Turtle is a family of working software components being built to make long-horizon model work observable, recoverable, operable, and less dependent on any single backend.

Back to product indexDocumentationNo public build
PRODUCT ID / TURTLETurtle Ecosystem | a qvert.net product
Active development

Built as a connected product family.

DevTurtle provides the controller layer; TurtleStudio provides local model runtime and management. Both are under active development.

COMPONENTS / CURRENT

Two distinct jobs. One product family.

DevTurtle and TurtleStudio are designed to operate independently where useful and together as part of the Turtle stack.

Under work

DevTurtle

Controller and orchestration layer for long-horizon, tool-driven model work. The current architecture centers on durable controller state, complete execution evidence, continuity, operator input, recovery, and replayable telemetry.

ControllerTool executionTelemetryOperator control
No public build
Under work

TurtleStudio

Local model runtime and management environment intended to provide model storage, runtime controls, and an interoperable API backend for Turtle and other clients.

Local modelsRuntimeAPI backendWindows
No public build
DEVTURTLE / PREVIEW

Current controller surfaces.

Current internal UI views covering live controller telemetry, reasoning output, prompt composition, and the controller-owned PTY.

DevTurtle local agent control surface overviewController workspace + PTY DevTurtle prompt composer interfacePrompt composer + reasoning workspace DevTurtle reasoning console and task terminalReasoning telemetry + task PTY
TURTLESTUDIO / PREVIEW

Current runtime surfaces.

Current internal UI views covering model mounting, API binding, model discovery/download, and live runtime telemetry.

TurtleStudio Quick Mount screenQuick Mount + runtime controls TurtleStudio Network API screenNetwork API + adapter binding TurtleStudio model downloads screenModel discovery + download/import TurtleStudio Quick Mount with live consoleQuick Mount + live service console
RELEASE / STATUS

Release status.

Public downloads are not available yet.

01 / Active development
Engineering + QAController and runtime components are in active development and internal QA.
02 / Preview
External test buildsPreview packages may be published for controlled testing when ready.
03 / Release
Versioned downloadsPromoted builds will include version, platform, release notes, integrity hashes, and Azure-backed delivery through downloads.qvert.net.