B0Bot is currently a monolithic Flask application relying on synchronous, manual data ingestion and a single-pass LLM pipeline to retrieve...

RustCloud unifies cloud provider APIs for Rust developers, but Generative AI support is completely missing. Every GenAI provider uses a different...

ImageLab is a block-based image processing tool built with Blockly and OpenCV . It helps students learn image processing by building pipelines with...

CodeLabz is an open source tutorial platform by C2SI built on React, Redux, and Firebase. The codebase has no TypeScript, uses deprecated MUI v4...

Deploying a honeypot is only half the battle; the real value lies in the intelligence we can extract from it. Currently, standard honeypot...

DataLoom is a browser-based data wrangling workspace that enables users to upload tabular datasets, apply reversible transformations, and manage data...

This project transforms TensorMap into a complete neural network design studio by introducing a data driven layer registry, expanding support to 15...

LLM agents built with LangGraph and LangChain retrieve documents, call tools, and write to memory - but nothing validates what enters the model's...

WebiU currently relies on request-time GitHub API calls with in-memory caching, which limits scalability and leads to redundant API usage. This...

LensMint is an innovative Web3 hardware camera, but its reliance on strict cryptographic hashing makes Zero Knowledge proofs fail upon benign image...

GDB-UI currently supports only one user at a time because the backend shares a single global GDB controller across all requests. When two users debug...

Build the Policy Audit Point (PAP) for ACF-SDK that fires real attack payloads through the enforcement chain, records what gets caught and what slips...

B0Bot is a Flask-based CyberSecurity News API powered by Pinecone and HuggingFace, but all logic lives in a monolithic NewsService with no caching,...

The Agent Conduit is a lightweight, self-hosted, unified agent gateway that addresses this problem end-to-end. Conduit is constructed around four...