ProductMap AI - Understand any codebase instantly
ProductMap is like Google Maps for code. Understand complex codebases 10x faster with AI-generated interactive maps. Seamlessly zoom in and out, visualize features, and reduce miscommunication. Empower all stakeholders to navigate and grasp code effortlessly.
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ProductMap AI
ProductMap, an AI-driven tool that makes complex codebases instantly understandable. It’s a completely new form of software documentation focused on features that anybody can understand.
We use AI to discover what the code actually does by identifying the features implemented in the code, and then displaying the features on a map, along with their hierarchy, and traceability to the code. Think of it as "Google Maps for code."
The problem is that software developers spend 50% of their time trying to understand code before writing new code to fix a bug or to add a new feature. Our solution helps them do this 10x faster.
Unlike tools like Cursor AI or Chat GPT ProductMap generates interactive, feature-first oriented visual maps, making it easy to understand how software components connect.
@toni_horlaender Love the shift from code-first to feature-first!
ProductMap AI
@masump thank you =)
ProductMap AI
@masump
You got it!
DocsHound
@toni_horlaender congrats on the launch. A really nice idea - a nice use case would be old projects that you need to maintain from time to time - it's sometimes really hard to get the full picture.
ProductMap AI
@k_piotr
thank you! i also think that it often helps to understand the whole picture or the whole context better before sitting on a few lines of code for what feels like an eternity again
ProductMap AI
@k_piotr
Hi Piotr, legancy code is one of many use cases. Especially understanding old code and adapting it to meet current requirements are use cases. Do you have any other ideas?
DocsHound
@toni_horlaender from my experience the only that comes to my mind is on-boarding new devs into a project, or agency type work where you need to switch to different projects all the time. Probably there are lots more..
@toni_horlaender This is amazing! Congrats on building something so game-changing. I’m working on a 30-day project with zero coding experience (personal challenge), so I can already tell ProductMap would be a lifesaver.
Got any tips for making sense of unfamiliar code without feeling completely lost? Would love to hear your thoughts!
ProductMap AI
@ambika_vaish
WOW that sounds incredible. Can you tell me which repo you wanted to understand?
@toni_horlaender Thanks, Toni! I’m actually still figuring that part out. I’ve been looking at beginner-friendly open-source projects on GitHub but honestly, navigating the code feels like trying to read a foreign language.
If you’ve got a simple public repo you’d recommend for someone with zero coding background to test ProductMap on, I’d love to give it a go!
ProductMap AI
@ambika_vaish
We have made many examples from larger open source projects available free of charge in our tool. Have a look there)
Prit
Wasting time understanding the codes was inevitable and inefficient.
I hope Productmap can automatically suggest better structures in the future with accumulated data :)
Good luck!
ProductMap AI
@pritraveler
we will improve the SW quality at an early stage through an end-to-end collobartion. we know what is in the code. we use this information for further transparency with regard to, for example, planned requirements.
That is a nice solution that could be helpful, especially for scale-ups. Congrats on your launch!
ProductMap AI
@michael_vavilov
Exactly! anyone who wants to grow quickly doesn't have time to understand code forever. What do you think about mapping the implemented features in the current maps to the planned requirements and showing the diffs here?
Super cool project! Does it have any limit on the size of the codebase?
ProductMap AI
@david_conelly
we currently manage repos up to 300k lines of code.
but in principle we see no limits and want to provide up to 1 million LoC. Imagine you could, for example, quickly understand Linux kernels)
do you have a special one in mind? let's reach the next milestone together!
@toni_horlaender Gotcha, I was thinking about auditing large legacy codebases and I was pretty sure there had to be a limit, but for most cases it should be more than enough :)
ProductMap AI
@david_conelly
We are currently experiencing great interest from the embedded software sector. Do you have any other specific use cases?) we would be happy to exchange ideas on this in a timely manner. please write me a DM
@toni_horlaender Sent a Linkedin invitation ;)
this would be incredible for onboarding!
ProductMap AI
ProductMap AI
@jason_chernofsky
Hi Jason, it is and is currently being used by many start-ups in particular. Do you see any other applications?
CastRecap
Love this concept! ProductMap AI looks like an awesome way to visualize and organize product ideas and roadmaps. Can definitely see this being a go-to tool for product teams.
ProductMap AI
@divyansh_tiwari7 it supports end to end collobaration between developers and all non-technical people who need to understand code.
the code doesn't lie... this is the common ground on which we can develop in the future
ProductMap AI
@divyansh_tiwari7
It becomes a daily go-to tool when we offer other visualizations such as Fetaure based execution flow... what do you think?
Visualizing codebases is a fantastic addition! 👍
ProductMap AI
Can I use this as a Product Manager to upload recent pushes (folders) and get a synopsis of work done? Would help me out so much!
ProductMap AI
@yakuraapp
Hi Lou, that's exactly how it will be soon! we have a CI/CD pullrequest that you can use. Let's discuss your specific requirements. Let's discuss your specific requirements. did you send me a DM?)
@toni_horlaender I'd love to discuss our requirements and how it can be setup specifically for project managers! What a powerful tool, I would certainly use it for yakura. Used your contact page!
ProductMap AI
@yakuraapp
let's do it. please write me a DM or on LinkedIN or use this link:
https://calendly.com/product-map/productmap-virtual-coffee
@toni_horlaender Done! Looking forward to the meet. Thanks 😃
Requirements AI
I love this one! Amazing! Can’t wait to hook this up to my cursor agent via MCP or such?! I always feel what’s missing is being able to „discuss features“ with the agent and prompt for feature changes. But the agent often doesn’t feel „product architecture“ aware. Your map might not be a traditional systems architecture, but a product feature architecture. It’s amazing. And it’s built from code. No human required to change diagrams when code changes or vice versa. That’s the way to go!!
ProductMap AI
I currently just ask Claude to do this via MCP.
Can you help me understand what makes this better?
ProductMap AI
@nina_computer
Interesting that you’re currently using Claude via MCP for that! Mind sharing what exactly Claude is doing for you there? For example—explaining code, mapping features, helping with documentation?
👋 Hi @toni_horlaender !
I’m Joïa, founder of CONEST. I help entrepreneurs and creators turn their audiences into engaged communities. But recently, I’ve been exploring the SaaS world, because I believe communities can bring a lot of value to projects like yours.
I came across ProductMap AI, and immediately thought a community around your product could be amazing. Developers could exchange tips to better visualize their code, share their visualization templates, or even discuss the best ways to understand complex codebases. Basically, a place where they can help each other out, discover new techniques, and grow together.
On my end, I’m currently testing my community strategy with a few SaaS founders, offering free (or almost free) collaboration to see how it can bring value. I chose ProductMap AI because I genuinely see a lot of potential.
Would you be open to chatting about it?
Looking forward to hearing from you!
Joïa