CLASSEVE
RouteEngineering notes
Engineering notes

What we verified.

Dated implementation reviews, data-path boundaries, distribution facts, and known limits. These are ClassEve’s internal notes, not independent audits, certifications, or universal performance guarantees.

Stability

Observed implementation behavior and the environments that can change it.

Desktop overlay behavior is platform-specific

The Windows and Linux clients use their platform windowing and audio stacks rather than claiming identical behavior on every desktop environment.

Window managers, accessibility settings, and compositor behavior can affect overlays. A public-beta label is retained while those combinations are widened.

Reviewed Aug 6, 2026Related route
Continuity

Facts intended to remain checkable across releases.

Artifact integrity is independently checkable

Current public binaries publish their exact version, byte size, and SHA-256 next to the download path.

Checksum sidecars and the public products.json registry provide a stable comparison point. A matching hash verifies the downloaded bytes, not the absence of every possible defect.

Reviewed Aug 6, 2026Related route
Range

The reviewed range and what remains outside it.

Platform

Available platforms are separated from planned work.

Available platforms are separated from planned platforms

Lven Instant currently publishes builds for Windows, Linux, and Android. macOS and iPhone builds are in internal testing and have no public release date.

The product registry records an exact version, byte size, download URL, and SHA-256 for every available platform. Planned platforms have no artifact or release date.

Reviewed Aug 6, 2026Related route
Precision

Implementation paths and the cases where they can fail.

Text delivery has explicit fallbacks

Text delivery depends on the active application and operating system; one insertion technique is not represented as universal.

Windows can use UI Automation with a controlled paste fallback. On Linux, Lven Instant inserts through AT-SPI2 with a clipboard-and-paste fallback on both X11 and Wayland; Lven Cloud auto-pastes on X11 and leaves the transcript on the clipboard on Wayland. Protected fields and applications that block automation can reject insertion.

Reviewed Aug 6, 2026Related route
Recovery

Recovery and network boundaries stated explicitly.

Account traffic is separate from dictated audio

Lven Instant can need a network connection for model setup or repair and entitlement validation even though shipped-platform transcription is local.

The privacy claim is limited to the transcription data path; it is not presented as a promise that every application function works indefinitely while air-gapped.

Reviewed Aug 6, 2026Related route
Performance

Architecture and variables, without a universal benchmark claim.

On-device removes the upload stage, not all latency

Lven Instant performs speech recognition on the device, so its transcription path does not upload microphone audio for remote inference.

Actual completion time depends on the device, model state, audio length, and operating conditions. ClassEve does not publish one universal latency number for all hardware.

Reviewed Aug 6, 2026Related route
Control

Documented architectural limits, not aspirational targets.