Practical engineering insights from real software projects.
Architecture decisions, backend systems, cloud infrastructure, and implementation guides written by the Pinakinvox engineering team.
Latest Publications
Common Issues in Ai-generated React Apps
AI can spin up a React prototype in seconds, but shipping it to production is another story. Here is how to spot and fix common issues in AI-generated React apps.
Firebase Cost Issues in AI Apps
Scaling an AI app only to get hit with a massive Firebase bill is a rite of passage for many founders. Here is how to stop the bleed and actually optimize your costs.
Hidden Security Risks in AI Generated Code
AI can write code in seconds, but it doesn't understand risk. We dive into the hidden security risks in AI generated code and how to stop them before production.
Fixing AI Generated Postgresql Schemas
AI can draft a schema in seconds, but production is where it falls apart. Here is how to spot and fix the common failures in AI generated PostgreSQL schemas.
How to Migrate From Lovable to Next.js
Lovable is great for prototyping, but scaling requires a real codebase. Here is a practitioner's guide on how to migrate from Lovable to Next.js without losing your mind.
How to Scale a Vibe Coded SaaS
You've built a great product using AI prompts and a "vibe," but now it's breaking. Here is the pragmatic path on how to scale a vibe coded SaaS without crashing.
Moving From Replit to AWS
Replit is great for prototyping, but scaling requires a real foundation. Here is the practitioner's guide to moving from Replit to AWS without breaking your app.
Why AI Websites Fail Core Web Vitals
AI-built sites often look great but tank in performance. Here is the technical reality of why AI websites fail Core Web Vitals and how to actually fix them.
Turning AI MVP Into Production-ready SaaS
Most AI MVPs crumble the moment they hit real traffic. Here is how to actually handle the transition of turning AI MVP into production-ready SaaS without breaking your budget.
Why Lovable Apps Become Slow
Your app felt like magic at launch, but now it's lagging. Here is the honest truth about why Lovable apps become slow and how to actually fix the performance debt.
Why Vibe Coded Apps Fail in Production
LLMs can build a prototype in minutes, but shipping that code is a different story. Here is why vibe coded apps fail in production and how to actually fix them.
Why Your Cursor-generated App Crashes on Scale
Your app worked perfectly in Cursor, but it's falling apart in production. Here is the hard truth about why your Cursor-generated app crashes on scale and how to fix it.
Healthcare App Development Guide India
Navigate medical standards, compliance, and user data privacy with ease. Read our expert healthcare app development guide India to build secure digital health tools.
Enterprise Software Development Guide 2025
Scale legacy systems and integrate modern cloud workflows safely. Explore our comprehensive enterprise software development guide 2025 for engineering leaders.
How to Hire a Software Development Company India
Avoid expensive outsourcing mistakes. Learn how to hire a software development company India with this step-by-step framework on vetting, contracts, and pricing.
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Everything published here is tested and deployed in live production systems. No theories.