On the authority of Abu Najeeh al-’Irbaad ibn Saariyah (may Allah be pleased with him) who said:

The Messenger of Allah ﷺ gave us a sermon by which our hearts were filled with fear and tears came to our eyes. So we said, “O Messenger of Allah! It is as though this is a farewell sermon, so counsel us.” He ﷺ said, “I counsel you to have taqwa (fear) of Allah, and to listen and obey [your leader], even if a slave were to become your ameer. Verily he among you who lives long will see great controversy, so you must keep to my Sunnah and to the Sunnah of the Khulafa ar-Rashideen (the rightly guided caliphs), those who guide to the right way. Cling to it stubbornly [literally: with your molar teeth]. Beware of newly invented matters [in the religion], for verily every bidah (innovation) is misguidance.”
[Abu Dawud]
It was related by at-Tirmidhi, who said that it was a good and sound hadeeth.

عَنْ أَبِي نَجِيحٍ الْعِرْبَاضِ بْنِ سَارِيَةَ رَضِيَ اللهُ عَنْهُ قَالَ: "وَعَظَنَا رَسُولُ اللَّهِ ﷺ مَوْعِظَةً وَجِلَتْ مِنْهَا الْقُلُوبُ، وَذَرَفَتْ مِنْهَا الْعُيُونُ، فَقُلْنَا: يَا رَسُولَ اللَّهِ! كَأَنَّهَا مَوْعِظَةُ مُوَدِّعٍ فَأَوْصِنَا، قَالَ: أُوصِيكُمْ بِتَقْوَى اللَّهِ، وَالسَّمْعِ وَالطَّاعَةِ وَإِنْ تَأَمَّرَ عَلَيْكُمْ عَبْدٌ، فَإِنَّهُ مَنْ يَعِشْ مِنْكُمْ فَسَيَرَى اخْتِلَافًا كَثِيرًا، فَعَلَيْكُمْ بِسُنَّتِي وَسُنَّةِ الْخُلَفَاءِ الرَّاشِدِينَ الْمَهْدِيينَ، عَضُّوا عَلَيْهَا بِالنَّوَاجِذِ، وَإِيَّاكُمْ وَمُحْدَثَاتِ الْأُمُورِ؛ فَإِنَّ كُلَّ بِدْعَةٍ ضَلَالَةٌ". [رَوَاهُ أَبُو دَاوُدَ]، وَاَلتِّرْمِذِيُّ [رقم:266] وَقَالَ: حَدِيثٌ حَسَنٌ صَحِيحٌ.