September 2025

Development recap for September 2025, highlighting new features, integrations, improvements, and fixes across GL AIP.

1. BOSA Tools Configuration

   Added tool configuration support for BOSA tools, enabling more flexible and customizable integration behavior.

2. Headers-based API Authentication

   Introduced support for API key and bearer token authentication via request headers, improving security and compatibility with standard API practices.

3. SDK Tool Output Sharing

   Added SDK-level tool output sharing to enable better data reuse and collaboration between agents during execution.

4. Agent API Tool Configurations

   Added support for the tool_configs parameter in the run endpoint, allowing dynamic tool configuration at runtime.

5. BOSA Tools Enhancement

   Enhanced BOSA tools to leverage tool output sharing, improving interoperability and reducing redundant executions.

6. Weekly Report Agent

   Optimized performance and functionality of the Weekly Report Agent for faster execution and increase quality outputs.

7. Language Model Credentials

   Improved backend credential handling and added support for AWS Bedrock models, including Claude 4 Sonnet and Claude 3.5 Haiku.

8. Browser-Use Tool Streaming

   Enabled streaming mode for the Browser-Use tool to improve performance and provide live session visibility.

9. Browser-Use Tool Recording

   Added Steel session recording support to enable session playback.

10. MCP Config Tools Configuration

    Added support for the mcp_configs parameter in the run endpoint, enabling dynamic configuration of MCP tools.

11. Automatic BOSA SQL Integration Registration

    Streamlined the registration process for BOSA SQL integrations by enabling automatic setup.

12. BOSA Tool Population

    Removed BOSA environment guard restrictions for tool population, simplifying setup and increasing flexibility.

13. Comprehensive Step Tracking and Metadata Handling for A2A System

    Introduced detailed step tracking and metadata handling to improve observability, debugging, and auditability across A2A workflows.

14. Mem0 Memory Support

    Implemented memory functionality using Mem0 to enhance agent coordination, context retention, and long-running workflows.

15. RuntimeConfig

    Introduced a dynamic runtime configuration system to allow flexible, per-run agent execution.

16. Hybrid Tools Retrieval

    Added new tools for retrieving data from a vector store, enabling hybrid search and retrieval workflows.

17. Code Sandbox Tool Output Sharing

    Enabled reading of shared outputs within the e2b code sandbox tool to improve interoperability between sandboxed executions.

18. Catapa Recruitment Tools Migration

    Migrated Catapa recruitment tools from gdplabs-exploration to AIP Native Tools for improved stability and maintainability.

19. Agent Scheduler

    Added comprehensive scheduling capabilities for agents, including creating schedules, deleting schedules, and retrieving execution results.

20. Langflow Agent Support

    Enabled agents to run flows built using Langflow, expanding compatibility with visual workflow authoring tools.

21. Multi-Account Support

    AIP now supports multiple accounts with isolated environments and dedicated API keys. Role-Based Access Control (RBAC) will be introduced in upcoming releases.