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Notes on shipping secure AI-built apps and provable test coverage.

testing
coverage
mutation testing
Mutation testing for JavaScript with Stryker: catching bugs your coverage misses

Coverage tells you which lines ran, not whether your tests would catch a bug. Here is how mutation testing with Stryker measures test quality in JavaScript and TypeScript.

security
firebase
vibe coding
Is my Firebase database open to the public? How to check

A plain-English guide to checking whether your Firebase Realtime Database or Firestore is readable by anyone, why it happens, and how to lock it down.

security
supabase
postgres
How to enable Row Level Security in Supabase, with policy examples

A practical guide to turning on Row Level Security in Supabase and writing policies that scope rows to the right user, with copy-paste SQL examples.

security
supabase
vibe coding
I think I exposed my Supabase anon key. What now?

You found your Supabase anon key in your app bundle or a public repo. Here is whether that is actually a problem, when it is, and exactly how to check.

security
vibe coding
ai dev tools
Is my Replit app secure? A 2-minute self-check

A quick, practical checklist to see whether your Replit app is exposing keys, an open database, or private files to anyone who visits.

security
vibe coding
ai dev tools
Is my v0 app secure? A 2-minute self-check

A quick, practical checklist to see whether your v0 app is exposing keys, an open database, or private files once you wire it to a real backend.

security
vibe coding
ai dev tools
Is my Bolt app secure? A 2-minute self-check

A quick, practical checklist to see whether your Bolt (bolt.new) app is exposing keys, an open database, or private files to anyone who visits.

security
vibe coding
ai dev tools
Is my Base44 app secure? A 2-minute self-check

A quick, practical checklist to see whether your Base44 app is exposing data, keys, or private files to anyone who visits.

security
vibe coding
ai dev tools
Is my Lovable app secure? A 2-minute self-check

A quick, practical checklist to see whether your Lovable app is exposing keys, an open database, or sensitive files to anyone who visits.

security
supabase
vibe coding
How to check if your Supabase tables are exposed to the public

A plain-English guide to checking whether your Supabase tables are readable by anyone, why it happens, and how to lock them down with Row Level Security.