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TopoAI
Create and edit professional network diagrams with AI
TopoAI turns requirements, sketches and images into editable network, cloud and security diagrams for network engineers, presales teams and solutions architects. Refine devices, links and layouts with AI or direct editing, then save and reuse your work.
I’m Halbert, one of the makers behind TopoAI and an IT engineer. I work across presales and post-sales support for integrated IT projects, from solution design and proposal reviews to implementation and handover. Network diagrams are how we explain a solution and show how it will actually be deployed. I usually create more than ten diagrams a week, and there are weeks when I spend two evenings working late just to keep projects moving.
The idea for TopoAI came from a new university campus project covering network infrastructure, security, video surveillance, and wireless systems. The campus had many zones and equipment from 12 vendors, so we needed detailed diagrams for both bidding and implementation in each area. For one entire week, we drew diagrams every day, often spending more than an hour on each one. We would survey the site, mark device locations in hand-drawn sketches, and then rebuild those sketches as professional topology diagrams. Finding the right icons, connecting devices, adjusting layouts, and adding annotations took a surprising amount of time—and often kept us working late.
That experience led us to build TopoAI. We want to help engineers turn technical requirements into editable network diagrams, convert sketches or reference images into diagrams they can continue refining, and use AI to add devices, reroute links, or improve layouts. Professional review still matters. Our goal is not to replace engineering judgment, but to reduce repetitive drawing work so engineers can spend more time on the solution itself.
I’d genuinely love to learn from the Product Hunt community: in your real workflow, do you usually start from written technical requirements, a sketch or reference image, or an existing diagram? Which part of that process takes the most time?
About TopoAI on Product Hunt
“Create and edit professional network diagrams with AI”
TopoAI was submitted on Product Hunt and earned 4 upvotes and 1 comments, placing #44 on the daily leaderboard. TopoAI turns requirements, sketches and images into editable network, cloud and security diagrams for network engineers, presales teams and solutions architects. Refine devices, links and layouts with AI or direct editing, then save and reuse your work.
On the analytics side, TopoAI competes within Productivity, Developer Tools and Artificial Intelligence — topics that collectively have 1.7M followers on Product Hunt. The dashboard above tracks how TopoAI performed against the three products that launched closest to it on the same day.
Who hunted TopoAI?
TopoAI was hunted by Halbert Guo. 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.
For a complete overview of TopoAI including community comment highlights and product details, visit the product overview.
Halbert Guo