Every card below was actually executed by the lab — under-the-radar repos that installed clean and did what they claim, verified in the sandbox, not guessed from the README. From 2,031 repos tested so far.
ichibi-lake
A Node.js-based data lake gateway that provides a unified interface for DuckDB, supporting REST/GraphQL APIs, blob storage, and Kafka integration.
Insight A Node.js-based data lake gateway that provides a unified interface for DuckDB, supporting REST/GraphQL APIs, blob storage, and Kafka integration.
github.com/stephen-kruger/ichibi-lake ↗
Migration Pathways AI Agent
An AI-powered agent that provides personalized international migration and visa recommendations using Google's Gemini LLM.
Insight Installed cleanly on the first try.
github.com/brainox/immigration-pathways-agent ↗
Graphify
Graphify converts codebases, documentation, and multi-modal files (PDFs, images, diagrams) into a queryable knowledge graph.
Insight Installed cleanly on the first try; its own test suite ran — 3,600 tests passed.
github.com/Graphify-Labs/graphify ↗
WHartTest
WHartTest is an AI-driven test automation platform that automates the generation and management of test cases from requirements.
Insight The project has a comprehensive structure including a Vue frontend, Django backend, and specialized modules for UI/API automation.
github.com/MGdaasLab/WHartTest ↗
TiDB
TiDB is an open-source, distributed SQL database designed for high availability and horizontal scalability.
Insight TiDB is an open-source, distributed SQL database designed for high availability and horizontal scalability.
github.com/pingcap/tidb ↗
Mem0: Long-term Memory for AI Agents
Mem0 is a memory layer for AI agents that provides personalized long-term memory by retaining user preferences and session states.
Insight The project has a comprehensive structure, multiple SDKs (Python/Node.js), a clear license, and a published manifest.
github.com/mem0ai/mem0 ↗