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AI Workflow Builder
Visually build and orchestrate multi-agent AI workflows
Stop writing spaghetti code for your AI agents. AI Workflow Builder is a self-hosted studio for designing production multi-agent systems. You describe what you want in plain language, and it interrogates you through an interactive “Grill-Me” loop — asking only about what is genuinely ambiguous: the goal, the inputs, the shape of the output, and how success is measured. Built for developers, automation engineers, and no-code enthusiasts who are tired of hand-wiring agent hand-offs.
Hey Product Hunt! 👋
I’m a solo developer, and I built AI Workflow Builder because I kept hitting the same wall: every multi-agent AI system I shipped turned into a pile of hand-written glue code. Context passing, error handling, structured outputs between agents — it got unmanageable fast.
So I built a tool that does the hard part for me: you describe your pipeline in plain language, it asks you only the questions that actually matter (goal, inputs, output shape, success criteria), and generates a validated workflow DAG plus runnable Python orchestration code.
The honest details:
It’s a self-hosted studio (Node.js + React, SQLite) — your specs and workflows stay on your machine
The validator catches cycle / reachability / schema problems at design time, not in production
Generated code ships with typed interfaces and retry + fallback handlers out of the box
It’s $99 one-time, and there’s a free sample workflow on the site so you can see the schema and architecture before spending anything
I’m here all day to answer questions about multi-agent orchestration, the spec format, or how it compares to n8n / LangGraph / hand-rolled pipelines. Feedback — especially brutal feedback — is very welcome.
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About AI Workflow Builder on Product Hunt
“ Visually build and orchestrate multi-agent AI workflows”
AI Workflow Builder was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #54 on the daily leaderboard. Stop writing spaghetti code for your AI agents. AI Workflow Builder is a self-hosted studio for designing production multi-agent systems. You describe what you want in plain language, and it interrogates you through an interactive “Grill-Me” loop — asking only about what is genuinely ambiguous: the goal, the inputs, the shape of the output, and how success is measured. Built for developers, automation engineers, and no-code enthusiasts who are tired of hand-wiring agent hand-offs.
AI Workflow Builder was featured in Productivity (660.2k followers), Development (6.2k followers) and Marketing automation (4.1k followers) on Product Hunt. Together, these topics include over 164.9k products, making this a competitive space to launch in.
Who hunted AI Workflow Builder?
AI Workflow Builder was hunted by Kai Wei Chang. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
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Kai Wei Chang