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CrewAI Explained: How Role-Based AI Agents Work
Murali Teja
5 min read
CrewAI organizes AI agents into role-based crews, each with defined goals and tools. Responsibility gets divided across research, verification, strategy, and execution stages. This structure improves ...
Generative AI Is Redefining Developer Accountability
Murali Teja
4 min read
Generative AI shifts developer responsibility rather than removing it. Speed does not carry accountability. Developers must still understand, secure, and architecturally validate AI output. Responsibi ...
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