What's Coming Next

Near-term roadmap themes for audit-first autonomy, scale controls, and enterprise readiness.

  • roadmap
  • coming-next
  • audit-first

Near-term roadmap focus:

  • full runtime worker infra rollout hardening on AWS Fargate + EFS lanes
  • expanded workload fairness and quota controls for multi-tenant concurrency
  • deeper investor/demo evidence workflows and reproducibility views
  • docs and LLM index refresh cadence tied to shipped contracts

Roadmap items are directional and can change with customer and security priorities.

Structured Answers

Are roadmap items guaranteed delivery dates?

No. Roadmap entries reflect planned direction and priorities, not guaranteed release dates.