VisualFlow
Make LLM prompts debuggable.
VisualFlow launched on January 8, 2026 with 7 votes, #1,609 of 14,584 launches that month and more than 90% of that year's launches.
What it does
Most prompt tools help you write prompts. VisualFlow helps you understand what changed. It shows which part of a prompt affected the output, lets you test one change at a time, and safely go back to what worked — so prompt iteration feels controlled instead of fragile.
Run and compare before / after. See which part caused the shift. Save a working version so you can come back to it.
Does a similar job
all alternatives →
Prompt Engine – Auto pick LLMs based on your prompts2024 · jigsawstack.com · ▲93Nowadays, a common AI tech stack has hundreds of different prompts running across different LLMs. Three key problems: - Choices, picking from 100s of LLMs the best LLM for that 1 prompt is gonna be challenging, you're probably not picking the most optimized LLM for a prompt you wrote. - Scaling/Upgrading, similar to choices but you want to keep consistency of your output even when models depreciate or configurations change. - Prompt management is scary, if something works, you'll never want to touch it but you should be able to without fear of everything breaking. So we launched Prompt…

PromptMage – Simplify and Manage Your LLM Workflows2024 · promptmage.io · ▲10Hello HN community, I'm excited to share a project we've been working on called PromptMage, an open-source tool designed to simplify the process of creating and managing complex workflows for large language models (LLMs). Backstory As developers and researchers working with LLMs, we found ourselves constantly grappling with the challenges of prompt iteration, testing, and version control. Existing tools didn't quite fit our needs for an integrated, intuitive workflow management solution. So, we decided to build one. PromptMage was born out of a desire to streamline these processes and make…



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