Building out content and community presence for IAIDL (https://iaidl.org), a vendor-neutral AI certification for non-technical roles. The angle: AI deployment decisions increasingly involve non-engineers — managers, HR, compliance — and the training infrastructure for them lags far behind the technical side.
Interested if anyone else is working in the "AI for non-developers" education space.
It supports multiple sandboxing backends such as docker, podman, kata, firecracker, and for Mac seatbelt and tart.
Any agent is in theory supported, but it has specific support for Claude, Gemini, codex, aider, and opencode.
Your workdir is never touched by the AI, nor is your system. It doesn't have access to your secrets (beyond what you've explicitly given), and you can restrict network access.
You move changes back to your workdir using diff and apply, so you choose which changes to keep.
I use it for all my agentic work, and couldn't go back to using Claude without it.
It's called Spora: https://spora.to/
The current MVP is about 90% vibe-coded while being a fairly sophisticated piece of software.
Ha! All jokes aside testing some different local dev workflows, so much cool AI tooling about.