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Sai Sandeep Kantareddy

Engineer

Jul 15, 2025

Software Engineering vs. Agentic Engineering: What Actually Changes When You Build AI-First Systems

Everyone’s familiar with classic software engineering: APIs, microservices, databases, clear state flows. But when you start building with LLM-powered agents, things don’t just look different—they behave differently. This isn’t just hype. Agentic Eng...

tokenbytoken.hashnode.dev3 min read

#agentic-ai #rag #software-development #software-engineering #software-architecture #software-testing #ai #agentic-workflow #agents #mlops #machine-learning #deep-learning #llm

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