The space (or spaces) $\Pi$ from Gillman and Jerison is an example of Tychonoff extremally disconnected space which isn't normal.
The construction is similar to Mrówka-Isbell space but the construction is based on $\beta\mathbb{N}$.
Note: In pull request #357 I mentioned that [extremally disconnected + regular => zero-dimensional] so all extremally disconnected $T_3$ spaces are $T_{3.5}$.