QMORE aims to advance quantum metrology using continuous monitoring to surpass the precision limitations set by the standard quantum limit. Our efforts are concentrated on three principal lines: enhancing quantum sensing in dissipative systems through criticality, improving parameter estimation of time-dependent Hamiltonians in the presence of noise, and leveraging non-Markovian collision models to assess the role of non-Markovian dynamics in quantum-enhanced estimation protocols.