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Release Notes

All notable changes to the Agentic AI Manufacturing Framework at a glance.

[0.0.4] - 2025-12-17

Release summary - current release

This release enhances system stability, strengthens security, and expands agent capabilities. Key improvements include robust infrastructure fixes, smarter operational tools, and optimized workflows for seamless deployment.

What's New

Agent Registry:

  • Introduces an Agent Registry to create, modify, and compose agents and agent teams at runtime.
  • Enabled dynamic orchestration and configuration without redeploys via a unified management API.

Elevated Operations & Integration:

  • Reliable Build Workflow: Improved build pipelines to enhance the consistency and reliability of deployments.
  • Terraform Deployment Improvements: Split infrastructure and application deployments to ensure faster and more reliable infrastructure provisioning.
  • Updated Keycloak Integration: Aligned tenant onboarding scripts with new Keycloak requirements for streamlined authentication.
  • Load Testing & CI/CD Enhancements: New load testing utility and streamlined build/deployment pipelines.

Advanced Agent Capabilities:

  • Enhanced Shopfloor Agents: Smarter agent interactions with improved multi-turn conversations and more robust testing of Agent Behaviour.
  • Optimized Data Ingestion: Introduced new, and improved existing Ingestion pipelines for smarter and reliable agent communication.

User Experience Improvements:

  • Refined OWUI Design: Polished branding, and banner placements for a more user-friendly experience.
  • Fixed Errors in Data Ingestion: Addressed content-encoding mismatches to reduce ingestion-related failures.
  • Fixed Speech Configuration in OpenWebUI: Resolved an issue that led to errors when using Azure Speech TTS in OpenWebUI.

Improvements & Fixes

  • Strengthened Security: Reinforced protection across the platform and resolved identified vulnerabilities.
  • Enhanced Security Logging: New security logger across core services for better monitoring and compliance, with sensitive data redaction.
  • Performance & Stability: Fixed agent runtime errors, and addressed API inconsistencies.

How This Affects You

  • End Users: Enjoy improved AI interactions, a more secure platform, and smoother data processing.
  • Operators: Experience streamlined workflows, simplified authentication management, and better operational reliability.
  • Developers: Benefit from optimized build infrastructure, smarter CI/CD tools, and improved agent development frameworks.

Note

This release includes 12 additional fixes and updates not explicitly listed here.

[0.0.3] - 2025-09-26

Release summary — current release

We’re excited to ship multi‑tenant support and Single Sign‑On (SSO) in this release. These changes make it easier and safer to run multiple teams on the platform while letting users log in with the corporate identity provider.

What’s new

  • Multi‑tenancy: Tenant separation supported end‑to‑end (data ingestion, semantic query engine, agent runtime). Organisations can run isolated data and configurations on our platform.
  • Single Sign‑On (SSO): Login via Single KeyID is available across frontend and backend — unified corporate authentication.
  • OpenWebUI update: New frontend version with improved startup behavior and easier admin onboarding.
  • Prefect integration: Background jobs now run via an infra‑level Prefect + Azure Container Instances setup for more reliable task execution.

Improvements

  • More consistent and robust data ingestion APIs.
  • Performance and reliability work, plus refactorings to improve maintainability.

Notable fixes

  • OAuth / token handling issues resolved (improved SSO and service token reliability).
  • TenantID and SQE access bugs fixed so agent teams and ingestion work correctly in tenant mode.
  • OpenAPI toolbox: improved discovery and parsing of API descriptions.
  • Security patches applied across components.

How this affects you

  • End users: sign in with corporate account; chat/frontend UX improved.
  • Operators: follow updated onboarding docs for tenant setup and identity management configuration.