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I’m a software engineer looking for real-world examples of excellent developers using agentic coding tools (like Claude Code, Gemini, Codex, etc.) to build complex features or fix bugs in large production codebases. So far, YouTube is full of founders hyping their own AI-coding products or creators building yet another todo list app.

Does anyone know of senior developers demonstrating how they actually use agentic coding in production settings?

Assuming AI is going to trend like crypto or cloud in the coming years, how can I, as a backend engineer, make the most of it? What skills, frameworks, technologies, or concepts will be in the most demand?

Is it worth trying to pivot to an MLE/MLOPS role? Is it even possible for this matter?

Assuming AI is going to trend like crypto or cloud in the coming years, how can I, as a backend engineer, capitalize on it?

What languages, skills, frameworks, technologies, or concepts will be in the most demand?

Is it worth trying to pivot to an MLE/MLOPS role? Is it even possible for this matter?