The party won ten seats; it is probable that he served for a second term in the local assembly, although online sources do not confirm this point.
Vehapi appeared in the sixty-fourth position on the PDK list in the 2007 Kosovan parliamentary election and finished sixty-third among the party's candidates.
The PDK emerged from the 2007 election as the largest party in the Kosovo assembly and afterward formed a coalition government with the LDK.
[9][10] Vehapi met with Albanian agriculture minister Jemin Gjana in the buildup to Kosovo's unilateral declaration of independence in February 2008.
[13] It had previously been rumoured in Kosovo's Albanian language media that he would be dropped from cabinet due to a perceived inefficiency in running the ministry.
[21] As mayor, he supported the municipality's well-known agricultural sector and signed a cooperation agreement between Rahovec and Ozalj, Croatia.
From February to October 2018, Vehapi was a political advisor to PDK leader Kadri Veseli in the latter's capacity as speaker of the Kosovo assembly.
[24] Vehapi appeared in the twenty-fifth position on the PDK's list in the 2019 Kosovan parliamentary election and finished twenty-sixth among its candidates.