January 2026

Development recap for January 2026, highlighting new features, integrations, improvements, and fixes across GL AIP.

1. Agent Content Guardrails

   Introduces guardrails to control agent-generated content.

2. Preserve Encrypted Config Keys for Scheduled Langflow Runs

   Fixes backend to retain encrypted configuration keys during scheduled Langflow executions.

3. Remote HITL Handler

   Adds a remote Human-in-the-Loop handler with callback support and retry logic.

4. Local-Execution Override for Deployed Agents

   Enables local-execution override for agents in deployment.

5. Native Tool Mapping for AIP Agents

   Implements native tool mapping for AIP agents in the runtime.

6. Nested Config Block Support for MCP

   Adds support for nested config blocks in MCP config overrides.

7. Automated Release-Notes Agent

   Integrates an agent to automate release note generation.

8. DeepInfra GLM/MiniMax/Nemotron Models

   Adds support for DeepInfra GLM, MiniMax, and Nemotron models.

9. MCP Header Handling for None Values

   Fixes issues with MCP header handling when values are None.

10. Model Name Format Standardization

    Updates model name format to use provider/model structure.

11. Weekly-Report Enhancements

    Adds prev_weeks offsets and ask_date mode to weekly reports.

12. AIP Rearchitecture

    No longer using services such as Celery, A2A Server, Flower and using background scheduling with RabbitMQ.