Vibe Code Reviewer — Reviews AI-generated code for the mistakes that sink vibe-coded apps: exposed API keys, missing auth, SQL injection, client-trusted payments. Built for non-engineers — plain-language findings, severity ratings, copy-paste fixes. Catches the security holes behind the "45% of AI code is vulnerable" stat before you ship.
Three independent AI reviewers — ATS Parser Realist, Recruiter Skeptic, Interview Predictor — catch what gets resumes filtered or ignored before you submit.
Built on the patterns that separate winning freelance proposals from ignored ones on Upwork, Fiverr, Freelancer, and OnlineJobs.ph. It applies a proven framework: open with the client's real problem, prove fit with one concrete result, and close with a clear next step — not generic "I'm hardworking and dedicated" lines. It encodes client-side hiring psychology, platform-tuned proposal length, and an honesty guardrail that never fabricates experience, leaving unverified claims as [ADD YOURS]
"An advanced travel assistant that scans preferences to uncover budget flights, hidden vacation deals, and customized itineraries for travelers worldwide."
Research competitors, pricing, positioning, customer pain points, and market gaps, then rank actionable business opportunities and create a 7-day validation plan.
Review a job post and your proposal before you apply. Before You Apply scans the job post for possible red-flag candidates, scores proposal fit (0-100), lists weak points with fixes, and gives a clear call: Apply, Revise, or Skip. Findings are candidates for your own review, not legal, contract, hiring, financial, or career advice. Your pasted text is not saved after processing. Like this tool? ExpertPanel gives you a scored review with specific improvement suggestions from 3 AI experts.
Paste a diff and get a risk-ranked checklist of what it'll actually break — hidden dependencies, config drift, and blast radius that static analysis can't see, checked before you ship.