New RubyLLM adapter gives zero‑config access to 12+ providers and 500+ models with full DSPy features like structured outputs, streaming, and vision.
Now with Iceberg IO, Beam managed transforms, and Avro 1.11 java-class annotations.
Now supports local and third‑party AI via OpenAI‑compatible chat (including Gemini) with BYOK, plus a unified config widget with integrated secrets.
New: native @goose terminal support, remote access, automatic updates, provider auto-detect in onboarding, and handy slash commands.
Added Local Security Checks (LSC) support via Skiron for deeper, authenticated host assessments.
New canvas relationship editor with inline controls lets you create and tweak table relationships right on the diagram.
Directus adds an AI chat sidebar, multi-file and folder-tree downloads, and resizable sidebars.
Builds now fail if a .venv or venv directory is present, ensuring clean, reproducible Python deploys.
New goodies: hooks for tool execution & LLM I/O, always-on MCP server instructions, policy‑driven model fallback with smarter availability routing, and a new JIT context manager.