Honen

Hi everyone! I'm Esan, cofounder/CEO at StudyFetchWe've been heads down building this for a while, so it's exciting to finally share Honen with all of you.The idea behind Honen is: Companies have more knowledge than ever, and context is changing almost everyday, but turning that knowledge into training is still way too slow and manual. We wanted to change that.We're still early, but the response so far has been incredibly encouraging, and we're excited about what's ahead.Thanks for stopping by and supporting the launch. I'd love to hear your thoughts and answer any questions.

congratulations on the launch!

There are quite a few AI course builders popping up lately. Just curious, what would you say is your main superpower compared to them?

The auto-adjust loop is the part I keep coming back to. When the course agent flags "learners are struggling with topic X," how does it tell apart why? E.g., is it weak content, a missing prerequisite, or just disengagement? Those three need opposite fixes, so how confidently it diagnoses the cause before it rewrites the lesson. Feels like the whole thing lives or dies on getting that read right.

The auto-updating piece is the real standout, internal courses always go stale because nobody maintains them, having the course rewrite itself when the source docs change solves the exact reason corporate training fails the version history with rollback per cohort is a smart touch too, most tools would just push changes live and break things mid-course, one question, how do you handle the case where a doc gets updated badly or with wrong info? does a human have to approve before it reaches learners or can a bad edit silently propagate?

Hey everyone! 👋I'm Kiran, CMO at StudyFetch.I've had a front-row seat watching our team build this from the ground up, and it's incredibly exciting to finally share it with the Product Hunt community.We believe there's a huge opportunity to help upskill the workforce, and Honen is our step toward that vision.Thanks for checking us out today. We'd love to hear your thoughts and answer any questions!

This looks amazing, Ryan! And I just learned about StudyFetch as well (I'm a retiree who's now a part-time tutor of high school students, so that one really hit home for me).Your point about the traditional training courses being outdated at businesses (I also worked at a Fortune 500 company for 25 years) is so true. I imagine your business clients will be even more amenable to AI tools, so this seems like an idea whose time has definitely come! Good luck with your new product; you have my upvote!

The half-stale-by-launch problem is real - I've watched companies spend 6 figures on training that's outdated by Q2. Auto-updating from the actual docs/tools beats curated content by a mile. Curious how you handle role-specific deltas (e.g. ops needs a different slice of the same source). Following.

Really impressed by how Honen tackles the “stale training” problem with real-time adaptability and hands-on projects. The parallel training idea—keeping both people and AI agents in sync, feels like a game changer. Curious how you see this scaling for smaller teams who might not have a big knowledgebase yet? Congratulations to Honen team!

The auto-updating piece is the standout for me — training that rewrites itself when the underlying docs change solves the exact reason internal courses go stale. Congrats on shipping. How do you decide which changes actually warrant a lesson update versus noise?

How do you prevent it from teaching the wrong thing if a doc gets edited badly or is outdated?

The automatic course updating definitely caught my eye. How seamless is that process in practice? If we completely overhaul our internal wiki, does Honen flag the changes for admin review first, or does it just push the new course version live?

The stale training problem is very real. Course generation is useful, but the stronger part is keeping courses connected to the knowledge base so updates don’t depend on someone remembering to fix onboarding docs later.

Congrats on the launch! When a knowledge base item changes, the course update is gated behind approvals right? But does the MCP feed to the agents wait on that same approval or get the raw change immediately?

the parallel training idea is what makes this different from every other course builder. training your team and your AI agents from the same knowledge base so everyone stays in sync is something I haven't seen anyone else do. also the auto-update when source docs change is huge... we've had onboarding materials go stale within weeks because nobody remembers to update the training when the product changes

hold upppp!!! it's so incredible that it turns source into sections/lessons so that I won't be swamped with unstructured docs & resource. I really like itwhat's your take on honen positioning vs notebook LLM? btw I found some text/title is hard to read. some tweak there and should be good to go.andddd when will we have dark mode? I'm a night learner and would love it!!!congrats on the launch! it looks promising

A lot of AI course tools look great for generating v1, but maintenance is the killer. When a source doc/SOP changes, how do updates actually work in Honen (change detection, approvals, version history), and what happens for learners mid-course so you don’t invalidate grades or confuse cohorts?

Hey Product Hunt 👋I'm Ryan, one of the makers of Honen, and I'm pumped to finally share what we've been building!Quick backstory: at StudyFetch, we've helped 8 million students understand everything from first-year history to advanced healthcare topics. So we took everything we learned and brought it to businesses and the workforce. That's Honen.The problem we kept seeing: Companies are spending billions on generic training that teaches outdated material and leaves people behind. By the time a course is finished, the skills it teaches are already half-stale.What Honen actually is: A platform that automates a company's entire learning and training infrastructure,  so businesses can teach new skills faster and adapt their people to an ever-changing world.How it works:🟢 Building a course starts in seconds. Drag in your existing training docs, connect to internal knowledge sources, or just type a topic. Honen acts as a researcher and curriculum designer at the same time, it reads your material, understands the subject, and builds the full course structure. You pick how interactive and how deep.🟢 Ship it instantly. Send the course to any learner with a link, or sync into your existing LMS / HR system.🟢 Built for engagement, not just completion. Our AI teacher guides learners through visuals, interactive artifacts, podcasts, games, and flashcards,  each personalized to the learner's interests and preferences.🟢 Hands-on projects, not just videos. Live scenarios where a learner runs a mock virtual client meeting and is graded on how they handle it. Screen-share projects where the AI teacher walks them through setting up and using 3rd party software in real time.🟢 Admins get a real-time view. You can ask the course agent anything — "my learners are struggling with this topic, what's going on?", and Honen visualizes the answer, then uses what it knows to auto-adjust the content or teaching style.🟢 One knowledgebase, two kinds of learners. Drag any file into Honen's knowledgebase or write new ones with the Workspace Assistant. Then turn that knowledge into courses for your people and serve it to your AI agents over MCP.  We call it parallel training, a single source of truth that teaches your team and gives the agents working alongside them the same context and skills, so everyone in your org stays in sync.Launch news: As a first step, we're collaborating with NVIDIA to bring professional AI training to students and professionals, starting with 250,000 high school students nationwide.Our goal with Honen is to let every business, whether you've got 10 employees or 10,000,  invest in their people in the most efficient and scalable way possible. So learning actually continues across someone's entire career, not just during week-one onboarding.Free to try at honen.com, no card needed. Your first course takes about 30 seconds.Hanging in the comments all day,  ask us anything 🙏