Oscillators are more tricky than amplifiers in that an amplifier has to be stable at all frequencies up to where the device gain has fallen away below the point oscillation can happen, whereas in oscillators, the need is for deliberate instability at only one frequency, forced with a high-Q part if possible.
In your case, where the wanted frequency is about 2GHz, and the device has gain right up to 18GHz, it becomes all about layout. All the points mentioned by jiripolivka are very good advice. Add to that some determined care in not allowing any mechanisms that can complete a feedback at the highest frequency. The ways it can happen are sometimes obscure.
1. Try and put a grounded shield tab across the active device layout, maybe with a gap in it to go over the device. Keep the output stuff away from the input
2. The grounding vias, especially near the source of a FET, are sometimes the route for unwanted oscillation feedback. Again, this is about good layout.
3. Consider that the matching condition presented to the device by the band-pass filter might be just what the device needs to take off at higher frequency. Getting practical, sometimes just a very few Ohms in series with a device output can be enough to damp unwanted oscillations. There is, of course, a whole bag-full of other tricks, but they need to be applied appropriately. Sometimes layout can include stubs, or coupled short-circuited rings to deliberately "suction out" and damp unwanted frequencies. One tries to design so it works without them, but sometimes, a fast way to damp the problem is the only way.