March 2026 — All-Hands-AI/OpenHands-Cloud: Implemented automated PR review workflow and code review skill to standardize Helm chart reviews and CI/CD workflow reviews. Key deliverables include .agents/skills/code-review.md (Helm chart guidelines) and .github/workflows/pr-review-by-openhands.yml (automated PR reviews). Commit d50485d2621ff721496eab17152cbde0da700d51; co-authored by openhands. No major bugs fixed; focus on automation, quality, and process efficiency. Business impact: faster PR cycles, improved review consistency, and standardized Helm practices. Demonstrated technologies/skills: Git, GitHub Actions, Helm, CI/CD, code-review documentation, and cross-team collaboration.

January 2025 focused on delivering scalable execution and efficient fine-tuning features with validated tests. Key outcomes: generator-based incremental execution for run_program_batch in Furion-cn/sglang enabling incremental results and concurrent batch processing; LoRA-based SFT fine-tuning support in volcengine/verl with new configuration, peft integration, and adaptive FSDP wrapping, with end-to-end testing on Qwen2.5 GSM8K. These features reduce latency, lower resource requirements for fine-tuning, and broaden deployment capabilities. Tests added to ensure correctness across the new functionality.