March 2025 monthly summary for browser-use/browser-use: Delivered reliability enhancements to Bedrock Claude integration and introduced AWS service support via botocore, focusing on reliability, maintainability, and business value. Improvements include adaptive retry logic and cleanup/organization of Bedrock Claude integration, plus import organization for readability. AWS integration via botocore established groundwork for service interactions. Code quality improvements were driven by linting and packaging updates to reduce defects and facilitate future work.

For 2025-01, key improvements in awslabs/fmbench-orchestrator focused on reliability, onboarding, and maintainability. Delivered a bug fix to configuration loading, cleaned up repository by removing obsolete files, and expanded user documentation and architecture visuals to support faster adoption and fewer support inquiries.

Monthly summary for 2024-12 focusing on the awslabs/fmbench-orchestrator repository. Key feature delivered this month was an ARM-based Startup Script for fmbench Environment Setup, designed to automate provisioning on ARM-based Ubuntu and streamline benchmarking readiness. The script orchestrates the following steps: installs Docker, Git, and Miniconda; creates and activates a dedicated Python environment for fmbench; clones the vLLM repository; builds a Docker image; and downloads necessary benchmarking content. This work is tracked under commit 046df1d7f6b2b0f1fa28ee3ef3bd45b1739c8f25 (add arm startup script).

November 2024 monthly summary for awslabs/fmbench-orchestrator: Focused on enhancing fmbench post-startup parameter configuration to improve automation reliability and reduce configuration drift. Delivered robust parameter handling with sensible defaults, standardized naming, and support for passing local_mode and write_bucket to fmbench. These changes enable more reproducible runs, simpler onboarding, and smoother CI/CD integration.