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When applying to product company with 3–5 years of experience, expect 5–6 months of focused preparation (about 15 hours a week) across four areas: DSA problem patterns, low level design and machine coding, high level system design, and a resume that shows ownership rather than tasks. Start applying to mid-size product companies around month four, use referrals over cold applications, and negotiate a notice buyout before you resign.
Building an AI agent demo takes a weekend. Building production-ready AI agents takes architecture, evaluation and deployment discipline. This guide walks one agent through every stage.
A breakdown of what agentic AI is, how agentic AI systems actually work, how agentic AI compares to generative AI and AI agents, real examples, and what this means if you're deciding whether to learn it.
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