Stewie Reflect

AI Coding Tools

The owner’s manual your codebase never came with.

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byVinh Nguyen

Launched November 2, 2026· Week 35

About

Stewie Reflect analyzes a snapshot of a code repository and turns it into an evidence-backed Owner’s Manual. It explains what the product actually does, where the code supports each claim, where evidence ends, and which decisions still need owner input. It is built for founders, software owners, and developers working with inherited, AI-generated, or rapidly shipped codebases who need clarity before making changes.

From the founder

Vinh Nguyen

Who is Stewie Reflect for?

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What problem does Stewie Reflect solve?

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How is Stewie Reflect different from the alternatives?

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How much does Stewie Reflect cost?

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What's next for Stewie Reflect?

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Startup Battle record

Stewie Reflect went 4–12 (25% wins) in the Startup Battle in week 35, where visitors pick the better of two startups head to head. It faced 13 different startups.

and 1 more opponents

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