  Materials with a kagome lattice provide a platform for searching for new
electronic phases and investigating the interplay between correlation and
topology. Various probes have recently shown that the kagome lattice can host
diverse quantum phases with intertwined orders, including charge density wave
states, bond density wave states, chiral charge order, and, rarely,
superconductivity. However, reports of the coexistence of superconductivity and
magnetic order in kagome materials remain elusive. Here we revisit a magnetic
superconductor CeRu$_2$ with a kagome network formed by Ru atoms. Our
first-principles calculations revealed a kagome flat band near the Fermi
surface, indicative of flat-band magnetism. At ambient pressure, CeRu$_2$
exhibits a superconducting transition temperature ($T_{\text{c}}$) up to ~ 6 K
and a magnetic order at ~ 40 K. Notably, superconductivity and related behavior
can be tuned by adjusting the amount of Ru. We conducted a systematic
investigation of the superconductivity and magnetic order in CeRu$_2$ via
magnetic, resistivity, and structural measurements under pressure up to ~ 168
GPa. An unusual phase diagram that suggests an intriguing interplay between the
compound's superconducting order parameters has been constructed. A
$T_{\text{c}}$ resurgence was observed above pressure of ~ 28 GPa, accompanied
by the sudden appearance of a secondary superconducting transition. Our
experiments have identified tantalizing phase transitions driven by high
pressure and suggest that the superconductivity and magnetism in CeRu$_2$ are
strongly intertwined.
