SecureShell is a zero-trust execution layer for LLM agents with shell access. It prevents prompt-injection-driven command execution, enforces safety policies, and provides structured feedback for self-correcting agents. Plug-and-play with LangChain, MCP, all major providers and local agent on Ollama and llama.cpp.

MemLayer: The plug-and-play memory layer for smart, contextual LLMs. MemLayer captures key information from conversations, stores it persistently, and retrieves exactly what your model needs to stay consistent and contextual. Works with any LLM. Build smarter agents in minutes, without managing your own memory system - plus an ML-based extraction module to filter and enhance what gets stored.

Cerno Insight is a RAG-powered AI platform for multi-format document processing, including PDFs, Office files, text, HTML, and images via OCR. It offers intelligent triage modes for efficient handling of small and large documents. Features hybrid search (BM25 + FAISS), GPU-accelerated reranking, query expansion, multi-language support, and batch processing. Built on FastAPI, it leverages Gemini LLMs, embeddings, and optimized caching for high-performance, scalable retrieval and analysis.

Helix AI auto‑generates living documentation from your codebase. Fast, interactive, and always up‑to‑date. Check out the released version on GitHub!

Helix transforms codebase management with AI-powered docs, test generation & execution, smart refactors, visual dependency graphs, and runtime insights—helping teams onboard faster, refactor confidently, and ship high-quality code. Join the waitlist now.

Cerno is a local-first research platform using agentic AI to decompose complex queries into verifiable, multi-step workflows. Switch between cloud and local models, trace every reasoning step, and optimize costs—all while keeping data on your machine.