May 11 · 12 min read · This is Part 6 of the AI Engineering with TypeScript series. Prerequisites: Part 1 · Part 2 · Part 3 · Part 4 · Part 5 Stack: Node.js 20+ · Express 5 · @modelcontextprotocol/sdk v1.x · ioredis · TypeS
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May 8 · 5 min read · The infrastructure dilemma: building vs buying operational expertise Every growing tech company faces this moment: your current hosting setup can't keep up with demand. Pages load slowly, database connections timeout, and your team spends more time t...
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Apr 27 · 11 min read · Quick one-liner: Scale worker containers with one command and add restart policies so crashed services recover on their own. Then hit the one problem restart policies can't solve. 🤔 Why This Matters In the last post, you put nginx in front of a Pyt...
Join discussionApr 26 · 2 min read · Copying data to multiple servers Day 122 of 149 👉 Full deep-dive with code examples The Backup Copy Analogy Important documents: One copy at home One copy at the bank One copy at your lawyer's If your house burns down, you still have copies! Data...
Join discussionApr 25 · 2 min read · Splitting data across servers Day 121 of 149 👉 Full deep-dive with code examples The Library Card Catalog Analogy One huge card catalog is hard to use: Long lines at one catalog If it breaks, no one can find books Split by letters: A-F catalog i...
Join discussionApr 25 · 12 min read · Deploying a Laravel application in 2026 looks nothing like it did five years ago. PHP-FPM is no longer the only game in town — FrankenPHP, Swoole, and RoadRunner have changed what's possible for performance. Server management platforms have matured t...
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Apr 22 · 7 min read · "Adding manpower to a late software project makes it later." Fred Brooks wrote that in 1975. Fifty years later, engineering leaders still debate whether it's true. We looked at real coding data from 100+ B2B companies on PanDev Metrics to understand ...
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Apr 20 · 6 min read · Managing memory exhaustion in production: architectural strategies for Linux infrastructure Memory exhaustion represents one of the most critical decision points in infrastructure management. When your Linux servers approach their memory limits, you ...
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Apr 19 · 11 min read · Infrastructure decisions are business decisions. Spend too much too early and you burn cash that should go toward product development and customer acquisition. Spend too little for too long and your application crashes under growth, losing the custom...
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Apr 16 · 11 min read · One million jobs per day sounds like an extraordinary number until you break it down. It is roughly 11.5 jobs per second, sustained over 24 hours. A Laravel application with moderate traffic that sends emails, processes webhooks, syncs data with exte...
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