You have a working AI MVP but buggy and sometimes not works at all. I make it safe to launch, stable to maintain, and ready for real users. Ideal for solo founders & agencies with a โvibe-codedโ MVP that needs security, clean architecture, and real deployments.
What's included
Code & Security Audit Report
A clear list of issues (bugs, security gaps, performance risks) with ๐ฝ๐ฟ๐ถ๐ผ๐ฟ๐ถ๐๐ (Critical/High/Medium) + ๐ฟ๐ฒ๐ฐ๐ผ๐บ๐บ๐ฒ๐ป๐ฑ๐ฒ๐ฑ ๐ณ๐ถ๐ ๐ฒ๐.
Security Hardening Patch
Auth/session ๐๐ฎ๐ณ๐ฒ๐๐, RBAC (if needed), input validation, safe headers, rate limiting, and remove exposed keys, lock down configs, basic hardening.
Stability & Bug Fix Pack
Fix runtime errors, edge cases, broken flows, and consistent API error handling. Includes 1 ๐ฟ๐ฒ๐๐ถ๐๐ถ๐ผ๐ป pass.
Production Deployment Setup
Docker + environment config + deploy-ready setup (staging/prod guidance). Includes a step-by-step deploy doc.
Basic Test & CI Setup
Unit tests for core logic + a CI pipeline that runs lint/tests/build on every push.
FAQs
Any app where code was generated fast (ChatGPT/Copilot/vibe coding) and now it works โ๐๐ผ๐บ๐ฒ๐๐ถ๐บ๐ฒ๐โ, but ๐ฏ๐๐ด๐ด๐ ๐ฎ๐ป๐ฑ ๐ถ๐๐ปโ๐ ๐๐ฎ๐ณ๐ฒ ๐ผ๐ฟ ๐บ๐ฎ๐ถ๐ป๐๐ฎ๐ถ๐ป๐ฎ๐ฏ๐น๐ฒ.
I fix ๐ฏ๐๐ด๐, remove ๐ฟ๐ถ๐๐ธ๐ ๐ฝ๐ฎ๐๐๐ฒ๐ฟ๐ป๐, fix the use of ๐ฐ๐ผ๐๐๐น๐ and ๐ถ๐ป๐ฐ๐ผ๐ฟ๐ฟ๐ฒ๐ฐ๐ ๐ฎ๐น๐ด๐ผ๐ฟ๐ถ๐๐ต๐บ๐, add ๐๐ฒ๐ฐ๐๐ฟ๐ถ๐๐ (auth/validation/rate limits), improve ๐๐๐ฟ๐๐ฐ๐๐๐ฟ๐ฒ, and make it ๐ฑ๐ฒ๐ฝ๐น๐ผ๐-๐ฟ๐ฒ๐ฎ๐ฑ๐.
Primary focus is ๐๐๐ฎ๐ฏ๐ถ๐น๐ถ๐๐ถ๐ป๐ด + ๐ต๐ฎ๐ฟ๐ฑ๐ฒ๐ป๐ถ๐ป๐ด. Small feature tweaks are fine, but major new features are a separate scope.
No one can guarantee โperfect security,โ but I do ship ๐ถ๐ป๐ฑ๐๐๐๐ฟ๐-๐๐๐ฎ๐ป๐ฑ๐ฎ๐ฟ๐ฑ hardening and a clear ๐๐ฒ๐ฐ๐๐ฟ๐ถ๐๐ checklist of whatโs covered.
๐ฅ๐ฒ๐ฝ๐ผ ๐ฎ๐ฐ๐ฐ๐ฒ๐๐ or source code access, current environment
variables/config, where you're ๐ต๐ผ๐๐๐ถ๐ป๐ด (or want to host),
and the main ๐๐๐ฒ๐ฟ ๐ณ๐น๐ผ๐๐.
I ๐ฐ๐ฎ๐ป set up ๐ฑ๐ฒ๐ฝ๐น๐ผ๐๐บ๐ฒ๐ป๐ and provide step-by-step instructions. If you want me to do the actual deployment, include ๐ฎ๐ฐ๐ฐ๐ฒ๐๐ and I'll handle ๐ฑ๐ฒ๐ฝ๐น๐ผ๐๐บ๐ฒ๐ป๐ for you.
You have a working AI MVP but buggy and sometimes not works at all. I make it safe to launch, stable to maintain, and ready for real users. Ideal for solo founders & agencies with a โvibe-codedโ MVP that needs security, clean architecture, and real deployments.
What's included
Code & Security Audit Report
A clear list of issues (bugs, security gaps, performance risks) with ๐ฝ๐ฟ๐ถ๐ผ๐ฟ๐ถ๐๐ (Critical/High/Medium) + ๐ฟ๐ฒ๐ฐ๐ผ๐บ๐บ๐ฒ๐ป๐ฑ๐ฒ๐ฑ ๐ณ๐ถ๐ ๐ฒ๐.
Security Hardening Patch
Auth/session ๐๐ฎ๐ณ๐ฒ๐๐, RBAC (if needed), input validation, safe headers, rate limiting, and remove exposed keys, lock down configs, basic hardening.
Stability & Bug Fix Pack
Fix runtime errors, edge cases, broken flows, and consistent API error handling. Includes 1 ๐ฟ๐ฒ๐๐ถ๐๐ถ๐ผ๐ป pass.
Production Deployment Setup
Docker + environment config + deploy-ready setup (staging/prod guidance). Includes a step-by-step deploy doc.
Basic Test & CI Setup
Unit tests for core logic + a CI pipeline that runs lint/tests/build on every push.
FAQs
Any app where code was generated fast (ChatGPT/Copilot/vibe coding) and now it works โ๐๐ผ๐บ๐ฒ๐๐ถ๐บ๐ฒ๐โ, but ๐ฏ๐๐ด๐ด๐ ๐ฎ๐ป๐ฑ ๐ถ๐๐ปโ๐ ๐๐ฎ๐ณ๐ฒ ๐ผ๐ฟ ๐บ๐ฎ๐ถ๐ป๐๐ฎ๐ถ๐ป๐ฎ๐ฏ๐น๐ฒ.
I fix ๐ฏ๐๐ด๐, remove ๐ฟ๐ถ๐๐ธ๐ ๐ฝ๐ฎ๐๐๐ฒ๐ฟ๐ป๐, fix the use of ๐ฐ๐ผ๐๐๐น๐ and ๐ถ๐ป๐ฐ๐ผ๐ฟ๐ฟ๐ฒ๐ฐ๐ ๐ฎ๐น๐ด๐ผ๐ฟ๐ถ๐๐ต๐บ๐, add ๐๐ฒ๐ฐ๐๐ฟ๐ถ๐๐ (auth/validation/rate limits), improve ๐๐๐ฟ๐๐ฐ๐๐๐ฟ๐ฒ, and make it ๐ฑ๐ฒ๐ฝ๐น๐ผ๐-๐ฟ๐ฒ๐ฎ๐ฑ๐.
Primary focus is ๐๐๐ฎ๐ฏ๐ถ๐น๐ถ๐๐ถ๐ป๐ด + ๐ต๐ฎ๐ฟ๐ฑ๐ฒ๐ป๐ถ๐ป๐ด. Small feature tweaks are fine, but major new features are a separate scope.
No one can guarantee โperfect security,โ but I do ship ๐ถ๐ป๐ฑ๐๐๐๐ฟ๐-๐๐๐ฎ๐ป๐ฑ๐ฎ๐ฟ๐ฑ hardening and a clear ๐๐ฒ๐ฐ๐๐ฟ๐ถ๐๐ checklist of whatโs covered.
๐ฅ๐ฒ๐ฝ๐ผ ๐ฎ๐ฐ๐ฐ๐ฒ๐๐ or source code access, current environment
variables/config, where you're ๐ต๐ผ๐๐๐ถ๐ป๐ด (or want to host),
and the main ๐๐๐ฒ๐ฟ ๐ณ๐น๐ผ๐๐.
I ๐ฐ๐ฎ๐ป set up ๐ฑ๐ฒ๐ฝ๐น๐ผ๐๐บ๐ฒ๐ป๐ and provide step-by-step instructions. If you want me to do the actual deployment, include ๐ฎ๐ฐ๐ฐ๐ฒ๐๐ and I'll handle ๐ฑ๐ฒ๐ฝ๐น๐ผ๐๐บ๐ฒ๐ป๐ for you.