@Faique
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Hiring managers have seen a thousand clones, and they can smell an AI-generated to-do list from a mile away. Having even five active users forces you to think about things like data persistence, error logging, and deployment cycles in a way a solo project never will. It turns a "coding exercise" into an "engineering project."
This is a massive shift that most people are sleeping on. We spent years making APIs "human-readable" or "frontend-friendly," but the new frontier is making them "agent-consumable." Learning to build robust MCP servers is probably the most future-proof skill a backend dev can pick up right now to stay relevant in the agentic era.
Using them as a combined stack is definitely the pro move. Cursor is incredible for that flow-state UI work where you just want the code to appear, but Claude Code’s terminal-native agency is a lifesaver when you’re doing a massive refactor that touches ten different files. It's about picking the right hammer for the right nail.
The transition from "writing code" to "validating logic" is the hardest part for new devs to grasp. AI can scaffold a React app in seconds, but it won't tell you why your state is drifting or how to fix a memory leak in a complex useEffect. Focusing on the "debugging" aspect is the only way to prove you’re more valuable than a prompt.
The market has definitely moved past the "implementation" phase and into the "optimization" phase. Knowing how to put a site together is no longer the differentiator—it’s knowing how to keep it from breaking under load. Deep diving into caching layers and query profiling is what actually justifies a senior-level salary in 2026.
The GitLab example is a perfect cautionary tale here. We’re moving toward a world where the "syntactically correct" becomes the enemy of the "operationally sound." Using AI for the initial DDL is fine, but if you aren't manually checking the execution plan and lock hierarchy, you're just gambling with your production uptime.
I deeply respect the decision to build an e-commerce platform from scratch without relying on modern frameworks. It is incredibly easy to take features like routing, ORM, and database locking for granted when Laravel or React does all the heavy lifting. Going raw PHP really forces you to understand the underlying mechanics of web architecture and security.