This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Product upvotes vs the next 3
Waiting for data. Loading
Product comments vs the next 3
Waiting for data. Loading
Product upvote speed vs the next 3
Waiting for data. Loading
Product upvotes and comments
Waiting for data. Loading
Product vs the next 3
Loading
Stewie Reflect
The owner's manual your vibe-coded codebase never came with
Stewie Reflect reads a read-only snapshot of your GitHub repo and generates an Owner's Manual for the product inside it: what the code does, where the evidence ends, and which decisions only you can make. Every claim is tied back to the file or function that supports it, with plain-language diagrams so the manual is readable, not just technical. Pick a repo and branch to get a free preview — a full chapter plus a map — then unlock the full manual and Markdown export for a $19 beta price.
This came from a problem I kept running into on my own projects.
I could read the code if I had enough time. The harder part was answering simple product questions quickly: what each plan actually includes, where a business rule is enforced, or whether something was an intentional decision or just an implementation detail that survived.
AI made shipping faster for me, but it also made it easier to end up with software I couldn't confidently explain a few months later.
Stewie Reflect is my attempt to close that gap. Not by generating prettier documentation, but by creating something an owner can actually use to understand what the product appears to do, what is supported by evidence in the code, and where a human should still verify before making changes.
Still refining the idea, so I'd genuinely like to hear where this feels useful, unclear, or off.
About Stewie Reflect on Product Hunt
“The owner's manual your vibe-coded codebase never came with”
Stewie Reflect was submitted on Product Hunt and earned 7 upvotes and 10 comments, placing #75 on the daily leaderboard. Stewie Reflect reads a read-only snapshot of your GitHub repo and generates an Owner's Manual for the product inside it: what the code does, where the evidence ends, and which decisions only you can make. Every claim is tied back to the file or function that supports it, with plain-language diagrams so the manual is readable, not just technical. Pick a repo and branch to get a free preview — a full chapter plus a map — then unlock the full manual and Markdown export for a $19 beta price.
On the analytics side, Stewie Reflect competes within Artificial Intelligence, Maker Tools and Vibe coding — topics that collectively have 476.4k followers on Product Hunt. The dashboard above tracks how Stewie Reflect performed against the three products that launched closest to it on the same day.
Who hunted Stewie Reflect?
Stewie Reflect was hunted by Vinh Nguyen. 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 Stewie Reflect including community comment highlights and product details, visit the product overview.
Vinh Nguyen