Autonomous AI agents are designed to rapidly execute in silico workflows that would otherwise require repetitive and manual effort. Based on simple descriptions or user inputs, these agents can automate complex bioinformatics tasks, ranging from sequence analysis and data retrieval to experimental design and optimization. By eliminating the need for manual intervention, these AI-driven agents accelerate research workflows, enhance accuracy, and free up valuable time for scientists to focus on more critical, creative aspects of their work.