# September 2025

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.