Inertial fusion experiments depend on precise delivery of high-energy laser pulses to achieve target compression and ignition conditions. Accurate measurement of laser energy, stability, and beam characteristics at every stage of the amplification process is essential for ensuring reliable experimental results. This presentation discusses the key challenges of high-energy laser diagnostics, highlights measurement solutions designed for extreme environments, and demonstrates how advanced laser metrology supports the development of fusion energy research.