Fixing the N+1 Query Problem: How We Improved API Response Time from 3s to 200ms
The N+1 query problem is usually explained as a database problem. It isn't. It's a code-shape problem: the queries that kill your API respon...
Engr Mejba Ahmed
Tutorials and build notes on AI agents, web applications and cloud infrastructure, informed by 8+ years of software development work.
605 articles across 55 topics
The N+1 query problem is usually explained as a database problem. It isn't. It's a code-shape problem: the queries that kill your API respon...
Engr Mejba Ahmed
I maintain 53 published Claude skills and roughly 35 more private ones I use every working day, and the most useful thing I can tell you abo...
Engr Mejba Ahmed
Every AWS Amplify deployment ships with a working .amplifyapp.com URL, and the day you connect a custom domain you quietly acquire an SEO pr...
Engr Mejba Ahmed
The worst Laravel queue failure is not a crashed worker. A crash is loud: exceptions, failed jobs, alerts. The failure that actually hurts i...
Engr Mejba Ahmed
This site, mejba.me, runs on Hostinger shared hosting. Not a VPS, not a managed Laravel platform. That is a deliberate choice, and it forced...
Engr Mejba Ahmed
You pushed a shiny Next.js app to AWS Amplify. The build passed, logs looked clean, your domain pointed correctly… and then: “500 Internal S...
Engr Mejba Ahmed
The reason this guide exists is a specific sequence of errors that hits almost everyone who puts PostgreSQL, Redis, and Laravel on one EC2 b...
Engr Mejba Ahmed
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