
Sandboxed AI bots: give capabilities, not credentials
How do I build an AI Discord bot that accesses Stripe without leaking API keys? Use Windmill sandboxed tools to give the AI capabilities, not credentials.
Discover the latest news, updates, and articles from the team and community.

How do I build an AI Discord bot that accesses Stripe without leaking API keys? Use Windmill sandboxed tools to give the AI capabilities, not credentials.

Introducing workflow-as-code: define complex workflows in TypeScript or Python with checkpointing, parallelism, and fault tolerance built in.

Introducing improved Git sync and workspace forks: sync workspaces to Git, fork for feature development, and deploy via CI/CD.

Introducing AI sandboxes: run Claude Code, Codex, or custom agents in isolated environments with persistent volumes on Windmill.

Introducing Data Tables and Ducklake: managed SQL storage and S3-backed data lakehouse in Windmill.

Introducing full-code apps: build React or Svelte frontends connected to backend runnables in 25+ languages, with a typed API and local dev workflow.
How does Webmux help engineers run parallel AI coding agents across git worktrees from a single web dashboard?
Implementing AI agent steps in Windmill flows: architecture decisions, multi-provider structured output handling, and MCP protocol compliance challenges.
How security teams are migrating from rigid SOAR platforms to Windmill for flexible, code-first security automation that scales with complex infrastructures.