Work continued on improving the existing Home experience, with refinements aimed at clarity, responsiveness, and usability. These updates enhance how users orient themselves, interact with AI‑driven insights, and move efficiently into deeper exploration, analysis, and planning workflows.

December marked continued progress in the development of Costs (OpEx) capabilities. Backend structures and API wiring were further expanded to support consistent ingestion and querying of cost data. At the same time, initial AI‑based surfacing of OpEx data continued to mature, laying the groundwork for broader visibility and more advanced cost analysis in upcoming releases.

SDK and API enhancements focused on enabling more flexible, programmatic access to data. Updates expanded support for external IDs, improved asset and seat‑related APIs, and strengthened analysis wiring. These changes help customers move beyond UI‑only workflows and support automation, integrations, and API‑first use cases.

Agents v3 continued to evolve with improvements to chat message filtering and refinements to internal analysis wiring. An AI chats control panel was introduced, improving visibility and control over AI‑driven interactions as usage grows.

Multiple maintenance releases throughout December delivered stability, performance, and tooling improvements. Fixes addressed debugging and configuration issues, OpenAPI specification inconsistencies, and dependency updates. Package, Docker, and tooling upgrades further strengthened reliability across development and production environments.