With constant coefficients these are similar to differential equations.
The roots of $ 8 \lambda^2 - 6 \lambda + 1 = 0$ are $\lambda = 1/2, 1/4.$ Instead of $e^{\lambda t},$ you just take $\lambda^t.$ So our general solution with a $0$ on the right hand side is
$$ A \left( \frac{1}{2} \right)^t + B \left( \frac{1}{4} \right)^t. $$
Furthermore, any two solutions to the problem with $2^t$ on the right hand side differ precisely by such a sum.
Next, we get some good luck with $2^t.$ As we can check (and have already shown in general) the number 2 is not one of the $\lambda.$ As a result, if we add in $C \cdot 2^t$ to $y(t),$ we get something nonzero, in particular
$$ C \cdot 8 \cdot 4 \cdot 2^t - C \cdot 6 \cdot 2 \cdot 2^t + C \cdot 2^t = C \cdot ( 32 - 12 + 1 ) \cdot 2^t = 21 \cdot C \cdot 2^t. $$ We then need $21 C = 1.$ So, with completely general constants $A,B,$ we get
$$ y(t) = A \cdot \left( \frac{1}{2} \right)^t + B \cdot \left( \frac{1}{4} \right)^t + \left( \frac{1}{21} \right) \cdot 2^t $$