Stewie Reflect

Stewie Reflect

The owner's manual your codebase never came with

vinh-nguyen-stewie
@vinh-nguyen-stewie
Published on Jul 21, 2026
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Details

Pricing
One-time from $19
Platforms
Web

Discovery signals

How AI and people discover Stewie Reflect on PeerPush

Category standing all-timeCategory standingWhere this product ranks by AI reads against every other product listed in its category.
Top 10%

By AI reads among AI tools

238 AI reads since launch, ranked against every AI tool listed.
Last AI readLast AI readHow long ago an AI crawler last read this listing.
24 hours ago
  • ChatGPT
  • Claude
  • Perplexity

9 AI crawlers since launch

Time since an AI crawler last read this listing. 9 AI crawlers read it since launch.
Search index all-timeSearch indexTimes a search engine AI indexer, such as OAI-SearchBot, crawled this listing.
24 crawls

ChatGPT Search indexer

By OAI-SearchBot, the ChatGPT Search indexer, since launch.

About Stewie Reflect

Stewie Reflect turns a repository snapshot into a plain-English owner’s manual for your codebase. It helps founders and builders understand what the product actually does, where key rules live, what is backed by code, and which areas need human review before touching billing, auth, permissions, or core product logic.

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Screenshot 1 of Stewie Reflect

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Comments (1)

vinh-nguyen-stewie

Excited to share Stewie Reflect here. I built it after hitting “comprehension debt” in my own AI-built codebase. Curious what people think of the sample manual.