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ProLooking at the camera or readingMarks, segment by segment, where the person looks at the camera, where they're reading, and where there's no face in the frame, with timestamps.PythonProductionIntermediate
ProSecurity auditA security audit of your web app with a PDF report: where each problem is, how severe it is, and the fix. Only on systems you own, with a confirmed scope.SecurityAuditAdvanced
ProNext.js best practicesNext.js App Router with no unguarded actions, no paid data in the cache, and no stale pages live: every decision goes somewhere that fails on its own.Next.jsApp RouterIntermediate
ProSubscriptions with StripeStripe subscriptions from checkout to production: only the webhook grants the plan, and one access function decides the same way in the database and the app.StripePaymentsIntermediate
ProSound effects matched to your voice levelSynthesizes 34 effects in pure numpy, places each one by what's being said, and calibrates its peak against the RMS of your voice.PythonProductionIntermediate
ProDubbing one passage with a matched spliceReplaces only the wrong passage of speech, matching level, timbre, room, and duration to what's around it — and only with recorded consent.PythonProductionAdvanced
ProPaywall leaksProves, per user type, that paid content doesn't leave the server: markers in the test data, searched for in the raw response of every route.TestsSecurityAdvanced