Some fishing kayaks are equipped with outriggers for this reason, and the newer twinhull models are stable enough to enable paddling and fishing in the standing position.
Some fishing kayaks are equipped with outriggers to further increase stability. The new generation of twinhull (catamaran) kayaks that was recently introduced into the market is stable enough to enable both paddling and fishing in the standing position.