I focus on agent development, agent safety, edge inference, and backend development.
99 merged PRs across 19 upstream projects.
| Project | Merged | What the PRs cover |
|---|---|---|
| Agent Swarm (1.0k★) | 48 | Agent runtime reliability: MCP setup retries, worker readiness, credential checks, and configurable script execution |
| Microsoft Agent Framework (14.7k★) | 17 | Agent orchestration correctness: multimodal handoff preservation and explicit mode validation |
| Qwen Code (29.7k★) | 5 | Managed-agent API error handling for missing tool publications |
| celery (29.2k★) | 5 | Keep the first SUCCESS in the Cassandra backend; Log connection retry traceback at debug level; Fix Manager warning output during retries |
| MNN (16.5k★) | 5 | Edge LLM inference and export: Omni request state, attention masks, AWQ calibration, and QNN embeddings |
| NullAway (4.1k★) | 3 | Java null-safety analysis: constructor initialization checks, Maven-injected fields, and GitHub Actions security auditing |
| nanobot (50.0k★) | 2 | Agent provider compatibility and messaging: DeepSeek reasoning semantics and Discord reply support |
| Core ML Tools (5.5k★) | 2 | Model conversion correctness: scalar squeeze values and symbolic upsample output shapes |
| Reticle (1.3k★) | 2 | Browser verification and setup: expected-failure signals and automatic plain HTML integration |
| browser (42.0k★) | 1 | input: skip inert subtrees during mouse hit testing |
| Filament (20.7k★) | 1 | Vulkan depth/stencil render-target capability detection |
| React Spectrum (16.0k★) | 1 | Calendar year-picker correctness at constrained date-range boundaries |
| CubeSandbox (13.2k★) | 1 | OpenAI Agents SDK integration documentation in English and Chinese |
| AI-Infra-Guard (7.5k★) | 1 | Vulnerability-rule consistency across case-sensitive and case-insensitive filesystems |
| PyRIT (4.8k★) | 1 | Accessibility of selected configuration paths in the AI red-teaming interface |
| fastjson2 (4.4k★) | 1 | Dynamic ClassLoader isolation when multiple fastjson2 copies coexist |
| OSV.dev (3.1k★) | 1 | Vulnerability severity-source attribution on detail pages |
| ONNX Runtime GenAI (1.2k★) | 1 | C# chat-client access to the cached generation state |
| cuOpt (1.1k★) | 1 | Quickstart documentation link maintenance |