Quality Bar Status

Overview

The intent is to publish a rough idea of where various parts of the system are.

• A clearing house to track issues by system area
• To highlight areas that are pushing the boundary, and are an early release
• To correct wrong self-perception. For example if you see any area that you think we are weaker (or stronger) relative to competition then we state here, please let us know!

Summary Table

Area	Status	Details	Track Issues
Annotation	Limited GA	Strong mix of options Visual solutions are generally more mature Text, Geo, and Audio are relatively new and maturing Documented issues Strong roadmap of known issues and new UIs. Mature Human Task concepts	Annotation Issues
Catalog	Public Beta	Streaming is maturing with improving SDK support Query is also maturing, with recently matured support Documented issues Known roadmap Similarity and embedding approaches under active consideration	Catalog Issues
Workflow	Public Beta	Newest part of the system Based on iterations from prior Known improvement directions, especially around custom actions ease of use, and less frontend UI expectations on devs	Workflow Issues
AI Datastore for Custom Apps	Private Beta	Design partners

Status lists

Private beta - Early testing version of a product or feature, available to a small group of testers only. Focus is on finding bugs and getting early feedback.

Public beta - Open beta testing where a wider audience can sign up to test the product. Focus is on finding edge case bugs with more diverse users.

Limited GA - General availability (GA) release but still limited, GA status for select features

Feature Drilldown

Feature	Status
White Label Customization (UI Schema)	Preview Basics Work Known roadmap
Userscripts Automations (Scripts) Workflow	Preview Basics Work Roadmap is pending reflections with other automation approaches like Workflow and SDK support
Exams	Preview
Discuss/Issues	Basics

Documentation

Item	Status
General End User Documentation	Strong Documentation is being actively polished and updated for recent system improvements
SDK documentation	Good, contextually integrated at certain points Organization and coverage are being improved.
API documentation	On roadmap for improvement

Ecosystem

Item	Status
Helm/K8s support	Very strong relative to competitors

Getting Started

Item	Status
Install	Strong relative to competitors with dedicated install program and complete docker images support Could use more polish Exploring UI based options
Initial Application Usage	Similar to competition Many aspects well handled in wizards Some data integration/export in progress of being updated in docs

Maintenance

Item	Status
Updates	Relatively strong with automatic DB migrations

Developer Experience

Item	Status
Initial env setup (outside docker)	Improving
General code quality	Improving There are a few legacy hairballs, but strongly progressing typing and testing aspects.
DevOps	Strong automatic CI/CD Quick test run times with variable cluster One touch deploy