1. Experienced developers
Seasoned developers will use AI effectively because they understand how to evaluate the cleaner and critical output. They can quickly analyze AI‑generated code, refine prompts, and tweak the model toward better results. For them, AI is a productivity multiplier tool for building robust AI agents, writing unit tests and JSDoc, debugging, reviewing code for performance and memory issues, and handling many other development tasks.
2. Inexperienced or underprepared developers
Freshers, junior developers, or those with weak fundamentals may rely on AI blindly for generating code and shipping it without proper understanding or review. Their primary focus tends to be meeting delivery timelines and keeping managers or clients satisfied, rather than code quality, maintainability, or long-term impact.
As AI models and agents continue to become more capable and sophisticated, developers who fall into the second group are at high risk of becoming irrelevant. Those who don’t invest in strengthening their fundamentals and leveling up their skills will gradually be pushed out of the industry.
Same AI tool. Two different outcomes. The difference isn't the tool it's the foundation underneath.
Experienced developers use AI as a multiplier. Inexperienced developers use it as a crutch. The industry incentivizes speed, and AI delivers speed so the second group ships faster but never builds fundamentals.
Your prediction about them becoming irrelevant is harsh but probably accurate. The only real job security is growing alongside AI, not being replaced by it.
Thanks for this thoughtful breakdown. 🙌
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I see AI in two distinct ways:
1. Experienced developers
Seasoned developers will use AI effectively because they understand how to evaluate the cleaner and critical output. They can quickly analyze AI‑generated code, refine prompts, and tweak the model toward better results. For them, AI is a productivity multiplier tool for building robust AI agents, writing unit tests and JSDoc, debugging, reviewing code for performance and memory issues, and handling many other development tasks.
2. Inexperienced or underprepared developers
Freshers, junior developers, or those with weak fundamentals may rely on AI blindly for generating code and shipping it without proper understanding or review. Their primary focus tends to be meeting delivery timelines and keeping managers or clients satisfied, rather than code quality, maintainability, or long-term impact.
As AI models and agents continue to become more capable and sophisticated, developers who fall into the second group are at high risk of becoming irrelevant. Those who don’t invest in strengthening their fundamentals and leveling up their skills will gradually be pushed out of the industry.
This is such a clear framework thank you. 🙏
Same AI tool. Two different outcomes. The difference isn't the tool it's the foundation underneath.
Experienced developers use AI as a multiplier. Inexperienced developers use it as a crutch. The industry incentivizes speed, and AI delivers speed so the second group ships faster but never builds fundamentals.
Your prediction about them becoming irrelevant is harsh but probably accurate. The only real job security is growing alongside AI, not being replaced by it.
Thanks for this thoughtful breakdown. 🙌