Polyaxon Roadmap

Polyaxon is open source and we want to be fully transparent what we're working on and what's next. This roadmap is a living document and we'll update it as we make progress.

Released

10 most recent changelog items:

Active Development

GenAI

• All-in-one integrated platform that helps enhance your Agent & GenAI applications with end-to-end observability, evaluations, AI gateway, prompt management & optimization and tracking.

Agent Sandbox

• A new environment to test and debug agents in a more intuitive way, with features like step-by-step execution, state inspection, and performance profiling.

Agent and LLM Observability

• We are working on a a fully OpenTelemetry-compatible LLM observability solution for your ai application and agents. It captures the inputs, outputs, and metadata associated with each intermediate step of a request, enabling you to easily pinpoint the source of bugs and unexpected behaviors.

Evals

• Add evaluation and monitoring capabilities to systematically measure, improve, and maintain the quality of your GenAI applications throughout their lifecycle from development through production.

Comments

Allow users to add comment to all objects in Polyaxon (runs, models, artifacts, traces, spans, observations, scores, etc.) to increase collaboration and knowledge sharing across teams.

UI/UX

• Improve onboarding experience
• Improve core screens, especially for new and non-technical users
• Increase UI performance for large dashboards.

Feature requests and bug reports

The best way to support Polyaxon is to share your feedback and ideas or report bugs.

Bug reports

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