Method-to-Result research workspace: a research question becomes a method document and dataset snapshot, then an asynchronous task, worker run, and downloadable artifact.
Freeze the scientific inputs before execution; keep analysis, task control, long-running work, and verification separate.
A four-step clinical-workflow prototype that takes a consultation through orders, results, and a generated record in one continuous workspace. It uses synthetic data only: the demo is an interaction study, not a connected clinical system.
A decision-screening and experiment-design product for turning a store idea into a structured set of evidence, questions, and low-cost next steps.
Keep uncertainty visible: separate source facts, interview signals, decision rules, and experiments instead of hiding them in a single score.
A search MCP server that combines Baidu search, AI reranking, and web-content extraction, alongside a lightweight Python framework for building tool-using agents.
Move from a model call toward an inspectable tool boundary: inputs, execution, and returned structure stay explicit.
A cloud-native streaming and storage project for Kafka-compatible workloads.
Fixed a flaky S3Stream bandwidth-limiter test so it reliably exercises the intended behavior.
PR #2448 ↗Reworked constructor initialization to prevent this from escaping before an object is fully formed.
An open-source framework for building AI agents with models, tools, and knowledge.
Added a Baidu search toolkit and a reference integration for the framework.
PR #1468 ↗Google's open-source command-line AI agent for software-development workflows.
Replaced three consecutive periods with the proper ellipsis character across user-facing CLI strings.
PR #16587 ↗Co-author publication in Horticultural Plant Journal.