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Thally

The product knowledge layer for software teams

Open Source
Developer Tools
Artificial Intelligence
GitHub
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Hunted byEkene EzeEkene Eze

Most documentation tools give you somewhere to write. Thally also keeps what you wrote true. When a product pull request merges, it works out exactly what changed, traces the impact across your docs, website, and support platform, then opens evidence-backed PRs for your team to review. It is also a complete, AI-native docs platform with Git-based content, deploy previews, search, analytics, custom domains, self-hosting and a remote MCP server.

Top comment

Hi Product Hunt, I’m Ekene, founder of Thally. For more than seven years, I worked in developer experience at LI.FI, Netlify, and Flutterwave. At every company, launches created the same job. I had to find out what actually changed, who it affected, and which guides, API references, examples, website pages, support articles, and migration guides were now out of date. The writing was rarely ever the hard part. It was always the manual detective work that followed the launches. Important context was scattered across product briefs, tickets, pull requests, code, tests, and conversations with product managers and engineers. As teams shipped faster, the product and its documentation eventually drifted apart. A guide would describe an older workflow. An example would use a deprecated parameter. A newly released feature would be missing entirely. Different places would tell customers different versions of the same story. AI-assisted development makes this problem more urgent. Developers increasingly rely on coding assistants to understand products and build integrations. When those assistants learn from outdated documentation, they generate outdated code and recommend deprecated workflows. No documentation team can solve that by simply writing faster. That is why I’m building Thally. Thally is the product knowledge layer for software teams. It monitors the repositories where products are built, works out what a merged change means, traces its impact across your docs, website, help center, changelog, and other connected content, then opens evidence-backed pull requests for the affected pages. Your team can see why each update was proposed, review the evidence, and approve what ships. When nothing needs to change, Thally says so instead of inventing work. Thally is also a complete documentation platform. Teams write in MDX, then Thally serves the same source as polished HTML for people, Markdown and structured JSON for tools, plus llms.txt and a live MCP endpoint for AI agents. Your content remains in your Git repository. You can use Thally Cloud or self-host the open-source engine. Thally is currently in beta, so there are still rough edges, particularly as we encounter more repository structures and publishing workflows. That is exactly the feedback I’m hoping to get from this launch. If you have ever discovered that a launch quietly made part of your documentation wrong, I would love to hear how your team handles it today. You can try Thally at https://thally.io/

Comment highlights

Literally had experienced this problem again this week, like had a whole team discussion around how to update our help centre docs faster. So i am excited about this!!

About Thally on Product Hunt

The product knowledge layer for software teams

Thally was submitted on Product Hunt and earned 7 upvotes and 2 comments, placing #61 on the daily leaderboard. Most documentation tools give you somewhere to write. Thally also keeps what you wrote true. When a product pull request merges, it works out exactly what changed, traces the impact across your docs, website, and support platform, then opens evidence-backed PRs for your team to review. It is also a complete, AI-native docs platform with Git-based content, deploy previews, search, analytics, custom domains, self-hosting and a remote MCP server.

Thally was featured in Open Source (68.9k followers), Developer Tools (519.8k followers), Artificial Intelligence (479.1k followers) and GitHub (41.4k followers) on Product Hunt. Together, these topics include over 252.5k products, making this a competitive space to launch in.

Who hunted Thally?

Thally was hunted by Ekene Eze. 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.

Want to see how Thally stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.