Most AI data tools stop at generating a snippet you still have to run yourself. Bonacci Studio's agent has real tool access: it connects to your database, inspects schemas, writes PySpark or SQL, executes it on Spark, streams logs back, and debugs its own failures.
Also included: a visual drag-and-drop DAG builder, Kafka streaming, Apache Camel API integration, RAG knowledge bases, and native MCP support. Bring your own model - Claude, GPT, Gemini, Groq, or fully local via Ollama
A free, terminal based agentic coding CLI that also does data engineering. Fan out parallel agents across isolated git worktrees, with inbuilt persistent memory so it stops forgetting, and it grounds writes in your real data stack across 15+ connectors. BYOK, built in Rust.
curl -fsSL vibecodecli.com/install.sh |
npm install -g vibecodecli
ThinkingLanguage (TL): a compiled, statically-typed language where tables, streams, tensors, models, and agents are native types. Apache DataFusion engine, full MCP ecosystem, Python FFI, LLVM and WASM backends. Apache 2.0.
