[Roadmap] Q4 2025

[peterschmidt85]

High priority:

• [Feature]: Default working_dir to the image's working directory #3124
• [Meta]: Fleet-first UX #2973
• [Meta] Improve kubernetes backend #3126
• Sub-projects (allow share SSH fleets, backends, gateways across subprojects, and eventually quotas)
• [Feature]: Events (formerly Audit Logs) #3290
• Better cluster support

Experimental:

• Add SGLang Router Support #3267
• [Feature]: TTFT/ITL Based Autoscaling #3293
• [Feature]: shim and runner update mechanism #3288

Backlog:

• GCP DWS flex support
• Performance & Pydantic v2
• Quotas (pending on sub-projects)

Unsorted backlog:

• MIG support
• Better volumes support
• Multi-tenancy
• vLLM router integration (after SGLang)
• [Feature]: Support IAP tunneling when connecting to GCP VMs #2554 [Feature]: Allow to use SSH via AWS Session Manager #2562